What the 45 sources on blogs to watch have published, grouped by subject rather than by publisher, and rebuilt every hour.
Updated 39 minutes ago, from 45 sources, holding 1500 posts.
The page shows the last 7 days, which is 256 posts of the 1500 the index holds, across 18 topics.
Everything in the window, newest first, whatever topic it was filed under.
Learn how LangChain built internal agents across marketing, sales, and engineering, and how they have completely changed how those teams work.
#20
Qualcomm’s Snapdragon X2 Elite uses a hybrid core setup, breaking away from the all-big-core strategy that the company previously used with in-house core designs.
We have Fable at home... or so we are being told by paid shills
Release: battledrones v14: Compass Rose, a four player map I added four player online mode to Battledrones - previous maps were limited to two. Here's the initial prompt I used: Add a new map for a four player battle - four way…
You can now view and manage your team's Spend Management budget from the Vercel CLI. Run vercel budgets and you, or the scripts and agents you run, get back your current spend and the active budget. View, set, and remove a budget This…
Tool: Quick Study Prompt to Claude Opus 5.5 High : Build an artifact where you open a photo and it rapidly (in a few seconds) paints a version of that photo using a canvas element and simulated paintbrush See also my previous experiment…
Vercel MCP now includes submit_feedback , a tool for sending bug reports, friction reports, and feature requests directly to the Vercel team from your agent or harness. Ask your agent to give feedback in plain language: Send Vercel…
An agent working on production systems needs permission to act. A request like “fix this deployment” doesn’t tell you upfront which actions it will take or what access it will need. Grant agents broad access and a mistake can affect…
Introducing Kimi K3.1 Pro Kimi K3.1 Pro landed on the Kimi API today - it's not yet open weights, but Moonshot promise "Full model weights will be released by Nov 4, 2026". They're also offering a "Highspeed" version that's 2-3x faster,…
Deployment summaries now show the size of the build cache each deployment saved and how close it is to the limit for its build machine . The same information is in the CLI with vercel inspect on version 65.1.0 or newer, and in the…
AI agents now write a growing share of production data pipelines (over 70% of SDP...
By Roberto Perez Alcolea , Java Platform Team Quasar connects a proposed API change with observed references in consumer repositories, giving the producer evidence for a release decision At Netflix, shared Java libraries support…
Naive byte-range caching can waste gigabytes of origin bandwidth on small requests. We rebuilt our cache architecture in Pingora to coordinate partial fetches automatically, cutting R2 p99 latency in half.
Cloudflare's new post-quantum GeoKey Manager protects geographically fenced decryption keys from harvest now, decrypt later attacks. Learn how we redesigned our cryptography stack to support strict data sovereignty in a post-quantum world.
Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI trains models on the outcome of a whole multi-step task rather than labeled steps. This hands-on guide walks the full pipeline using Wordle: deploying the agent and reward…
Access a network of highly vetted partners to build custom RL environments to accelerate your post-training efforts.
The Global Performance Tuner is a feature for automatic performance tuning released in NVIDIA TensorRT 11.1. It provides automatic, accuracy-aware and...
Deploying a trained neural network involves more than translating each operator into a GPU kernel. It is a compilation problem with many legitimate answers. For...
Agents waste time and context on clumsy searches, oversized results and stale data. Learn the retrieval techniques LangChain's Deep Agents harness uses to get the right context in.
Vercel Connect can now create a separate restricted Stripe API key for each agent or task. When you create a Stripe connector, you can now choose Managed API Key as the connection method. Vercel creates the key in your Stripe account,…
Learn how OpenAI scaled Habitat with reliable multi-tenancy, global caching, and Azure Cosmos DB to deliver 12× faster reads for ChatGPT.
Updating a SageMaker AI endpoint that has Application Auto Scaling registered makes AWS CloudFormation and AWS CDK deployments fail. This post shows how to build a reusable AWS CDK construct with CloudFormation custom resources that…
Amazon Quick Sight layer maps now support Point and LineString geometry from the same GeoJSON workflow, so you can plot store locations and the routes between them. This post covers the dataset and GeoJSON structure layer maps require,…
Bayer Crop Science built the Agentic Decision Engine (ADE), a multi-agent platform on Amazon Bedrock AgentCore that lets breeders, analysts, and researchers ask natural language questions about their analytics platform. This post covers…
AI models are solving more mathematical problems. A pattern is emerging in their successes that could help us predict which problems they’ll solve next.
Teaching a robot to navigate an obstacle course requires more than a walking policy. It must perceive its surroundings, maintain balance, and adjust its actions...
Learn how Cerebras serves OpenAI’s GPT-5.6 Sol at up to 750 output tokens per second—without shrinking the model or compromising intelligence.
Shipsidekick moved from Neon to ClickHouse Managed Postgres in a single weekend, cutting CPU usage from 100% to 5-10% and making queries about 10x faster.
the Cyber onslaught continues.
OpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.
Interfaze on Vercel 50 million requests a month Backend running on Fluid compute Multiple model providers behind one fallback layer with AI Gateway Interfaze builds models for deterministic work that general-purpose LLMs handle poorly:…
The Vercel CLI now includes vercel feedback , which sends bugs, friction reports, and feature requests to the Vercel team from your terminal. Coding agents can also send feedback when they run into issues. Use vercel feedback with -f or…
Day-0 vLLM support for MiniMax-M3.1-Flash on NVIDIA Blackwell, NVIDIA Rubin, and AMD MI350-series GPUs, with NVFP4 MSA kernels, NVFP4 MegaMoE, DSpark speculative decoding, AgentX results, and day-0 RL.
OpenAI and Poland’s NASK are partnering on AI safety, security, and technical research to strengthen safeguards and support a more resilient digital ecosystem.
In Databricks’ State of AI Agents 2026 report, there’s a chart from Neon’s telemetry that’s somehow both mind-blowing and unsurprising. In October 2023, AI agents created 0.1% of the databases on Neon. By October 2025 they created 80%…
In this blog you will learn how to port an FP16 GEMM kernel to FP8 on AMD RDNA™ 4 GPUs. You will see what the FP8 WMMA instruction changes, how the smaller element size lets larger tiles and deeper K slices fit in LDS, and how four tile…
Kimi K3.1 Pro from Moonshot AI is now available on AI Gateway , along with Kimi K3.1 Pro Highspeed , a faster version for interactive use. K3.1 Pro is the first model in Moonshot's K3.1 series. It builds on Kimi K3 with improvements in…
vLLM serves GLM-5.3 on 16 H200s with PCP and DCP prefill and Hybrid HiSparse decode, reaching 1M-token contexts and 1.7–3.2× the per-user speed of data-parallel P/D on the AgentX agentic benchmark.
gsplat is a GPU-optimized Python library for training and rendering 3D Gaussian Splatting (3DGS) models. In earlier posts we showed how to train gsplat scenes on AMD GPUs, took a closer look at the mathematics of 3DGS, and applied…
With P/D disaggregation and Wide-EP on a GB300 NVL72 rack, vLLM serves DeepSeek-V4.1-Flash on SemiAnalysis AgentX at 954K tokens/s per GPU at a P90 of 196 tokens/s per user, 7.9x our aggregated single-node result.
Every Pro team can claim a free domain for one year. That offer now includes .co , .studio , .company , .info , .pro , .live , .digital , and .agency , bringing the eligible TLDs to sixteen. The offer still covers one domain per team,…
Samartha Chandrashekar & Nick Parker You click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a…
Every organization has unique requirements for building and scaling generative AI. At Google Cloud, we are committed to giving developers model choice and architectural flexibility to run workloads however they need. Today, we’re…
DE STAAT - FREEDOM (Official Music Video) OK well this is a first for me... at 00:44 in this new music video by Dutch alternative rock band De Staat : The visual effects are credited to Matties Grooten of Fake it or Leave it . Via flir…
Fast, focused, low-cost decisions for any application.
BackgroundAccording to the Communications Fraud Control Association's 2025 survey...
Donating Agent Skills to the Agentic AI Foundation News today from Anthropic: We’re committed to keeping Agent Skills open, community-driven, and vendor-neutral. Today, we are donating the standard to the Agentic AI Foundation (AAIF)…
Learn how Cerebras maps trillion-parameter frontier models across WSE-3T wafers to deliver scalable inference at 1,000–2,000+ tokens per second.
The Amazon Polly Generative engine gets a major upgrade: more expressive, more accurate speech with low latency, plus 14 new voices across 9 locales and general availability of Hindi and Finnish. This drop-in upgrade requires no code…
Learn how IskayPet, a leading pet care company in Iberia, built a multilingual corporate knowledge assistant on Amazon Bedrock Managed Knowledge Bases. The assistant answers employee questions across retail, veterinary, onboarding, and…
Amazon SageMaker AI serverless model customization now includes training sessions, generally available today. You write and coordinate your own post-training loop (custom loss functions, reward signals, or multi-turn reinforcement…
Amazon SageMaker AI training session APIs let you write your own LLM training loop (SFT, RL, or custom objectives) in a Python script while the service runs the GPUs. This post introduces the programming model and three SDK clients,…
Amazon Quick is a HIPAA-eligible service, but eligibility is not the same as compliance. This post explains who HIPAA applies to, how PHI flows through Amazon Quick, what the platform provides for regulated environments, and a…
Voice agents often wait for an agent's full response before starting speech synthesis, adding latency users feel directly. This post shows how to stream each sentence to a Kokoro-82M text-to-speech model on Amazon SageMaker AI as the…
Elastic GPUs, sandbox growth, and the economics of the agent cloud
Elastic GPUs, sandbox growth, and the economics of the agent cloud
As Cybersecurity Awareness Month continues, the GitHub Bug Bounty team spotlights @r31n, diving into their research approach, favorite bug classes, and advice for aspiring hackers. The post How bug bounty sharpens one researcher’s…
Learn how Project Chrysalis combines Google Cloud's Gemini Enterprise Agent Platform, Agent Development Kit (ADK), BigQuery, and a four-gate defense-in-depth security stack (Model Armor, Cloud KMS, Binary Authorization, and OPA) to…
GPU applications are processing ever-growing datasets with increasingly powerful accelerators. According to the 2025 Stanford AI Index, compute for notable AI...
Teams deploying custom text-to-speech models on Amazon SageMaker AI often guess at autoscaling thresholds, and a wrong guess either wastes GPU spend or breaches a latency SLO. This post deploys Kokoro-82M as a custom container and…
Rescale used the AI-Driven Development Lifecycle (AI-DLC) framework on AWS, with Strands Agents and Amazon Bedrock, to build an intelligent test-triage agent in weeks. Learn how AI-DLC structures AI-assisted development and how Rescale…
AI developers aren’t just running a single model anymore—they’re orchestrating multiple models in parallel, chaining inference calls, and experimenting...
As fun as AI is, we built so much bad software over the last 30 years, and now the universe is punishing us for our sins. — Armin Ronacher Tags: security , generative-ai , armin-ronacher , ai , ai-security-research , llms
API Gateway now supports real-time streaming—including Server-Sent Events, WebSockets, gRPC, and chunked transfer encoding—in Public Preview without requiring changes to your existing API specifications. This update allows developers to…
Samartha Chandrashekar & Nick Parker You click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a…
How Moshi turns market data into actionable insights, and why AI tools have to fit the trader’s workflow.
How Moshi turns market data into actionable insights, and why AI tools have to fit the trader’s workflow.
How Moshi turns market data into actionable insights, and why AI tools have to fit the trader’s workflow.
LangSmith LLM Gateway is in public beta: spend caps, rate limits, model fallbacks and PII redaction for production agents, without provider lock-in.
Cloudflare has achieved South Korea's ISMS certification following an audit across 80 controls. Learn how we localized user consent flows, adapted social sign-up paths at the edge, and validated our global security program.
Spindle is an open-source API for training and fine-tuning open models — deploy a server with a single command and run any Tinker-compatible training code against it.
LlamaParse is the most accurate agentic OCR Platform. Parse and Extract your complex documents at the Pareto frontier of cost and accuracy.
Learn why standard OCR falls short for KYC compliance and how agentic document extraction delivers the field-level accuracy AML regulations require.
Learn how mortgage document automation transforms loan processing, from document ingestion and extraction to validation and system integration.
Learn how KYC automation replaces manual verification with scalable, compliant workflows that cut costs, reduce errors, and speed up onboarding.
Learn why single-pass extraction fails and how deep extraction uses agentic verification to deliver production-grade accuracy on complex documents.
Learn how AI document classification automates document sorting and routing at scale, and what separates systems that perform on real documents from those that don
Learn what impacts OCR accuracy, how it’s measured, and how to improve performance in real-world document processing workflows.
Learn how unstructured data extraction turns documents, PDFs, and text into structured insights using AI, NLP, and LLMs for scalable data processing.
Agentic document extraction uses AI reasoning and visual grounding to accurately process complex documents without templates. Learn how it works.
Agentic document processing uses AI agents to autonomously handle document workflows end to end. Learn how it works and where to start.
OCR for tables converts complex document layouts into structured, machine-readable data. Learn how LlamaParse preserves table integrity.
OCR for receipts breaks when layouts vary and rules pile up. Discover how agentic OCR reconstructs line items, totals, and structured data for automation.
OCR for images helps convert photos, labels, and screenshots into structured text. Compare the top AI OCR tools and learn what makes a reliable image-to-text system.
The Big Hardening begins
The Big Hardening begins
Discover how OCR for invoices streamlines finance operations, automates data extraction, reduces errors, and speeds up accounts payable with LlamaParse.
With our UK team expanding by more than 200% in six months, we’ve opened a new office at The Gilbert in Finsbury Square and brought in senior leaders to…
Discover how agentic OCR transforms document processing with multimodal reasoning, self-correction loops, and template-free automation.
What forward deployed engineering means at OpenAI
Learn how OCR for accounts payable automates invoice processing, improves accuracy, reduces costs, and integrates structured data into ERP systems.
Fifteen years ago, TLS was something you'd use to protect the most sensitive areas of your app. Then Google, Let's Encrypt, the EFF, and others led the push for HTTPS everywhere, making encryption the default for every request. Without…
Connect Cursor to Langfuse to trace every agent turn, pinpoint expensive model and tool calls, and use evaluations to confirm a fix actually helps, with ClickHouse powering the analytics underneath.
I have unkind things to say about people who make their own pasta. Here, I’ll only use them as an example of how not to think when you’re building infrastructure. It’s unfairly easy to believe that the harder you work on something, the…
Learn how to build an AI agent once and reuse it across IT, HR, and ops teams, with shared governance, identity, and observability.
Uber is rolling out ChatGPT Work to more than 30,000 employees, helping teams research, analyze data, create presentations, and complete complex workflows.
You can now deploy apps to Vercel without an account using Vercel CLI . Share prototypes faster with a live URL before signing in to claim your project. From a project directory that isn't linked to Vercel, run: The CLI builds your…
Learn how to connect on-premises data sources to Amazon Quick privately with AWS PrivateLink, keeping analytics traffic off the public internet. This walkthrough covers VPC endpoints for user and API access, VPC connections for data…
Many teams build a multi-agent AI prototype in days but hit a wall in production. This post defines five production challenges (orchestration, per-agent model selection, reliable operation, secure code execution, and monitoring) and…
The Adaptive Agentic Intelligence Framework (AAIF), built with Strands Agents, handles routine tasks locally with small language models and routes complex requests to cloud models through Amazon Bedrock. This post walks through building…
How OpenAI works with distribution partners to uphold consistent safeguards, support responsible access, and clarify expectations in our Usage Policies.
Train Qwen3 on AWS Trainium with torchtitan three ways on a single trn2.48xlarge: the Hugging Face Transformers v5 modeling backend, torchtitan's native Qwen3, and NKI mixture-of-experts kernels. The same torchrun launcher and config…
U.S. Hunger, a nonprofit addressing food insecurity, uses Amazon Quick to connect organizational data with leadership decisions. Leaders explore applicant data directly, share KPI definitions and financial context in Quick Spaces, and…
Today's PHP Security Release, and How We're Strengthening PHP Security If you're running anything on PHP it's vital you upgrade - today's updates (across the entire PHP 8.x line) address two remote code execution holes, and there have…
OpenReplay replaced Postgres with ClickHouse to ingest billions of events and up to 6 TB a day on a single, vertically scaled instance, with sub-second queries and retention handled by a single TTL setting.
The Agents CLI Extension System enables developers to use frameworks like LangChain, LangGraph, or custom enterprise stacks while retaining a unified deployment and evaluation workflow. It details a first-party LangChain template that…
You can now write routing middleware in Python for FastAPI, Flask, Django, and other Python frameworks. It runs before requests reach your app, and can rewrite, redirect, or answer them. To set it up, point the proxy entrypoint in…
AT&T is working with OpenAI to make legal knowledge easier to access. Learn how its LegalEdge team is rethinking intake and scaling legal judgment.
mammoth-1 and elephant-1 are decision models trained by our internal research team, Base Labs. They are open-source and free to try for a week.
Panache — RTS Belle Époque pour mobile Well this is delightful: I released Battle Drones yesterday under an Apache 2.0 License and there's already a French language fork which reskins the game to take place in steampunk 1900s France and…
We moved a copy of 99.99999% of GitHub's repositories to Azure. Here's how per-reference quorums will bring over the rest, and how object storage lets reads scale independently. The post The bridge to agent-scale Git infrastructure…
Cloudflare's web application firewall can now correlate an HTTP request with its response. Full transaction detection helps every customer find successful exploits, data exposure, and risky misconfigurations that request-only inspection…
Cloudflare has deployed default web application firewall (WAF) protections for newly disclosed PHP vulnerabilities before public disclosure. The rules use request and response signals to stop exploit attempts and prevent exposed data…
NVIDIA Vera tops the ClickBench hardware leaderboard, and three micro-benchmarks for filters, aggregation and joins show ClickHouse scaling almost linearly across its 176 cores.
Claude Mods is an early form of the Attention Interface. It flips the agent harness paradigm from the harness facing the machine, to the harness facing the human.
Claude Mods is an early form of the Attention Interface. It flips the agent harness paradigm from the harness facing the machine, to the harness facing the human.
Almost 100,000 Commerce.com domains now give AI agents real shopping tools through WebMCP on Cloudflare. Here's how we turned it on across every store at once, while keeping each merchant in control.
From local businesses to global brands, more advertisers can now reach people as they explore, compare and decide what to buy in ChatGPT.
Protein design is a search problem. Choose amino acids for an eight-residue protein sequence and more than 25 billion combinations are possible. Choose amino...
OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model Garden, available through Google Cloud Marketplace.
Google Cloud has always been defined by choice, enterprise-grade governance, and market-leading price-performance. Key to the foundation of openness and choice is giving customers flexibility to run agentic workloads across their choice…
Reinforcement learning for LLMs is hard, so we built Modal Dojo — a library that gives you the building blocks, tuned defaults, and observability to get started with production-grade LLM training.
An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can circumvent security controls while using...
Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agents to collaborate with. Executing complex...
Building an AI factory digital twin requires developers to bring site plans, equipment assets, and engineering requirements into a consistent model that teams...
AI factories turn energy into intelligence. But before an AI workload can produce its first token, operators must bring an interconnected system of compute,...
Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.
Patch the Planet connects security researchers, maintainers, and incident responders to help address critical vulnerabilities across open source.
An open source “bomb” drops from China
An open source “bomb” drops from China
Listen now (44 mins) | Paying for outcomes, building with agents, and the last mile of enterprise AI adoption
Paying for outcomes, building with agents, and the last mile of enterprise AI adoption
See how OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover promising research leads in data from millions of brain cells.
106 older posts here are not shown; this tab lists the 150 most recent, and every post is still under its own topic. Narrow the window to bring them within the cap.
How an agent loop is built, driven, and kept on task.
An agent working on production systems needs permission to act. A request like “fix this deployment” doesn’t tell you upfront which actions it will take or what access it will need. Grant agents broad access and a mistake can affect…
AI agents now write a growing share of production data pipelines (over 70% of SDP...
Bayer Crop Science built the Agentic Decision Engine (ADE), a multi-agent platform on Amazon Bedrock AgentCore that lets breeders, analysts, and researchers ask natural language questions about their analytics platform. This post covers…
Teaching a robot to navigate an obstacle course requires more than a walking policy. It must perceive its surroundings, maintain balance, and adjust its actions...
Kimi K3.1 Pro from Moonshot AI is now available on AI Gateway , along with Kimi K3.1 Pro Highspeed , a faster version for interactive use. K3.1 Pro is the first model in Moonshot's K3.1 series. It builds on Kimi K3 with improvements in…
Voice agents often wait for an agent's full response before starting speech synthesis, adding latency users feel directly. This post shows how to stream each sentence to a Kokoro-82M text-to-speech model on Amazon SageMaker AI as the…
Learn how Project Chrysalis combines Google Cloud's Gemini Enterprise Agent Platform, Agent Development Kit (ADK), BigQuery, and a four-gate defense-in-depth security stack (Model Armor, Cloud KMS, Binary Authorization, and OPA) to…
Rescale used the AI-Driven Development Lifecycle (AI-DLC) framework on AWS, with Strands Agents and Amazon Bedrock, to build an intelligent test-triage agent in weeks. Learn how AI-DLC structures AI-assisted development and how Rescale…
LangSmith LLM Gateway is in public beta: spend caps, rate limits, model fallbacks and PII redaction for production agents, without provider lock-in.
LlamaParse is the most accurate agentic OCR Platform. Parse and Extract your complex documents at the Pareto frontier of cost and accuracy.
Learn why standard OCR falls short for KYC compliance and how agentic document extraction delivers the field-level accuracy AML regulations require.
Learn why single-pass extraction fails and how deep extraction uses agentic verification to deliver production-grade accuracy on complex documents.
Agentic document extraction uses AI reasoning and visual grounding to accurately process complex documents without templates. Learn how it works.
Agentic document processing uses AI agents to autonomously handle document workflows end to end. Learn how it works and where to start.
OCR for receipts breaks when layouts vary and rules pile up. Discover how agentic OCR reconstructs line items, totals, and structured data for automation.
Discover how agentic OCR transforms document processing with multimodal reasoning, self-correction loops, and template-free automation.
Many teams build a multi-agent AI prototype in days but hit a wall in production. This post defines five production challenges (orchestration, per-agent model selection, reliable operation, secure code execution, and monitoring) and…
The Adaptive Agentic Intelligence Framework (AAIF), built with Strands Agents, handles routine tasks locally with small language models and routes complex requests to cloud models through Amazon Bedrock. This post walks through building…
The Agents CLI Extension System enables developers to use frameworks like LangChain, LangGraph, or custom enterprise stacks while retaining a unified deployment and evaluation workflow. It details a first-party LangChain template that…
Claude Mods is an early form of the Attention Interface. It flips the agent harness paradigm from the harness facing the machine, to the harness facing the human.
Claude Mods is an early form of the Attention Interface. It flips the agent harness paradigm from the harness facing the machine, to the harness facing the human.
Almost 100,000 Commerce.com domains now give AI agents real shopping tools through WebMCP on Cloudflare. Here's how we turned it on across every store at once, while keeping each merchant in control.
Google Cloud has always been defined by choice, enterprise-grade governance, and market-leading price-performance. Key to the foundation of openness and choice is giving customers flexibility to run agentic workloads across their choice…
An AI agent can complete its assignment and still cross a security boundary. Recent incidents show that agents can circumvent security controls while using...
Autonomous agents can work for hours on complex tasks, accessing files, tools, the internet, and spawning other agents to collaborate with. Executing complex...
Building an AI factory digital twin requires developers to bring site plans, equipment assets, and engineering requirements into a consistent model that teams...
See how OpenAI, PerturbAI, and Scripps Research used distributed AI agents to uncover promising research leads in data from millions of brain cells.
Learn how to secure multi-agent AI systems with cryptographic identity using Keyfactor EJBCA and AWS services. This reference architecture combines signed request envelopes, user-signed delegation assertions, RFC 8693 audience-scoped…
Build a governed semantic layer for agentic AI on AWS with the Denodo Platform and Amazon Bedrock AgentCore. It federates Amazon Aurora, Amazon Redshift, and an on-premises PostgreSQL database into a single customer 360 view an agent…
The third post in our semantic-layer series builds a customer 360 across Amazon Redshift and Amazon Aurora with Strategy Mosaic, exposes it to a Strands agent on Amazon Bedrock AgentCore through the Mosaic MCP server, and enforces…
The third post in our semantic-layer series builds a governed customer 360 model on Amazon Redshift with AtScale, then exposes it to a Strands agent on Amazon Bedrock AgentCore through the AtScale MCP server. Identity propagation, RBAC,…
Learn about the top reasons agentic AI projects stall before reaching production, and how to get your data and your workforce AI-ready.
Your AI agent is only as good as its harness. Learn why better models alone aren’t enough and what it takes to build more effective AI agents.
The open-source Agent Development Kit (ADK) and gemini-3.8-live enable developers to build responsive voice agents by implementing non-blocking tools in Python. Developers can use streaming tools to yield progress updates or background…
We benchmarked NVIDIA's new Arm-based Vera CPU on agentic Sandbox workloads. Under heavy load, it completes far more tasks than the x86 and Graviton alternatives, without sacrificing latency.
Developers are familiar with running coding agents locally through harnesses like Pi, Claude Code, and others. They are reliable daily drivers for generating code, but keeping agents running around the clock requires your computer to be…
As organizations work to leverage AI to transform their businesses, it is clear that the raw model intelligence is not the key challenge. Consistently, we hear that the challenges lie in how the agents can be deployed across the company…
Agents that read, write, and review code, and the benchmarks that grade them.
Connect Cursor to Langfuse to trace every agent turn, pinpoint expensive model and tool calls, and use evaluations to confirm a fix actually helps, with ClickHouse powering the analytics underneath.
OpenAI and Google Cloud are bringing frontier models and Codex workflows to Gemini’s Model Garden, available through Google Cloud Marketplace.
OpenHands adds day-zero support for Recursive Flint, an efficient open-weight coding model built for agentic workflows and fast local inference.
Cloudflare uses OpenAI Daybreak to investigate vulnerabilities and propose fixes for review. Its developers use Codex to build faster and improve code quality.
Three Java Champions share how they use GitHub Copilot to solve problems, accelerate development, and keep humans responsible for the results. The post How 3 Java Champions are using GitHub Copilot for increased productivity appeared…
Token Pass now includes DeepSeek V4.1 Flash, alongside Kimi K3 and GLM 5.3, each accessed through its preferred provider, with more models to come. The DeepSeek model uses the latest weights (1017). Token Pass is a $30/month…
My obituary for programming Jeremy Scheff poignantly captures the key loss caused by coding agents for career programmers who enjoyed the puzzle of developing code: Programming turned into one of the greatest jobs you could imagine. You…
Learn how to move an agent session from the GitHub Copilot app into VS Code without losing the conversation, code changes, or working context. The post How to continue a GitHub Copilot app session in VS Code appeared first on The GitHub…
Learn how OpenAI is improving ChatGPT across low-resource programming languages, with new evaluations for software engineering, SQLite, and COBOL migration.
Tool interfaces, protocols, memory, and what the model is given to work with.
Vercel MCP now includes submit_feedback , a tool for sending bug reports, friction reports, and feature requests directly to the Vercel team from your agent or harness. Ask your agent to give feedback in plain language: Send Vercel…
Agents waste time and context on clumsy searches, oversized results and stale data. Learn the retrieval techniques LangChain's Deep Agents harness uses to get the right context in.
Vercel Connect can now create a separate restricted Stripe API key for each agent or task. When you create a Stripe connector, you can now choose Managed API Key as the connection method. Vercel creates the key in your Stripe account,…
In Databricks’ State of AI Agents 2026 report, there’s a chart from Neon’s telemetry that’s somehow both mind-blowing and unsurprising. In October 2023, AI agents created 0.1% of the databases on Neon. By October 2025 they created 80%…
Donating Agent Skills to the Agentic AI Foundation News today from Anthropic: We’re committed to keeping Agent Skills open, community-driven, and vendor-neutral. Today, we are donating the standard to the Agentic AI Foundation (AAIF)…
Learn how IskayPet, a leading pet care company in Iberia, built a multilingual corporate knowledge assistant on Amazon Bedrock Managed Knowledge Bases. The assistant answers employee questions across retail, veterinary, onboarding, and…
As Cybersecurity Awareness Month continues, the GitHub Bug Bounty team spotlights @r31n, diving into their research approach, favorite bug classes, and advice for aspiring hackers. The post How bug bounty sharpens one researcher’s…
Learn how Cerebras redesigned engineering interviews for the AI era, evaluating AI collaboration, engineering judgment, verification, and real-world skills.
Mammoth-1 and Elephant-1 from Baseten are now available for free on AI Gateway for one week. Free access is available through October 27. These decision models classify text, route requests, and score content against criteria you…
The Smartsheet Model Context Protocol (MCP) Server lets AI agents read, update, and act on live data. This post shows two ways to connect it on AWS: Amazon Quick for business teams and Kiro for developers, so your agents can work with…
The Smartsheet Model Context Protocol (MCP) Server lets AI agents read, update, and act on live data. This post shows two ways to connect it on AWS: Amazon Quick for business teams and Kiro for developers, so your agents can work with…
Hardcoded tool wiring breaks down as an agent's catalog grows from a handful of tools to hundreds. This post walks through a runtime Discover, Instantiate, Execute loop built on AWS Agent Registry, where an orchestrator discovers MCP…
Learn how Eon replaced per-tool credentials and local MCP processes across AWS, GCP, and Azure with a single authenticated Amazon Bedrock AgentCore gateway, giving more than 100 developers and autonomous agents unified access to…
Earlier this month at Gemini at Work, we introduced the Gemini agent: a single, universal agent for work. It answers your questions, handles your knowledge work, creates your images and media, and writes and runs code. You give it…
Containment, permissions, and the attacks that target agents.
OpenAI and Poland’s NASK are partnering on AI safety, security, and technical research to strengthen safeguards and support a more resilient digital ecosystem.
Samartha Chandrashekar & Nick Parker You click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a…
Elastic GPUs, sandbox growth, and the economics of the agent cloud
Elastic GPUs, sandbox growth, and the economics of the agent cloud
Samartha Chandrashekar & Nick Parker You click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a…
Today's PHP Security Release, and How We're Strengthening PHP Security If you're running anything on PHP it's vital you upgrade - today's updates (across the entire PHP 8.x line) address two remote code execution holes, and there have…
Cloudflare has deployed default web application firewall (WAF) protections for newly disclosed PHP vulnerabilities before public disclosure. The rules use request and response signals to stop exploit attempts and prevent exposed data…
Learn how OpenAI built ChatGPT’s LLM-powered ad stack to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale.
Measuring whether an agent works, and keeping it working.
Shipsidekick moved from Neon to ClickHouse Managed Postgres in a single weekend, cutting CPU usage from 100% to 5-10% and making queries about 10x faster.
OpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.
vLLM serves GLM-5.3 on 16 H200s with PCP and DCP prefill and Hybrid HiSparse decode, reaching 1M-token contexts and 1.7–3.2× the per-user speed of data-parallel P/D on the AgentX agentic benchmark.
Learn what impacts OCR accuracy, how it’s measured, and how to improve performance in real-world document processing workflows.
Discover how OCR for invoices streamlines finance operations, automates data extraction, reduces errors, and speeds up accounts payable with LlamaParse.
We added GPT-6 Astra, Luna and Sol, Claude Opus 5.5 and Claude Sonnet 5.5 to the Agentic Analytics Benchmark: all five land mid-board within a point of each other, and Sonnet 5.5 brings the biggest change in turns, cost and truncated runs.
Serving engines, request paths, and end-to-end latency and throughput.
Deployment summaries now show the size of the build cache each deployment saved and how close it is to the limit for its build machine . The same information is in the CLI with vercel inspect on version 65.1.0 or newer, and in the…
By Roberto Perez Alcolea , Java Platform Team Quasar connects a proposed API change with observed references in consumer repositories, giving the producer evidence for a release decision At Netflix, shared Java libraries support…
Naive byte-range caching can waste gigabytes of origin bandwidth on small requests. We rebuilt our cache architecture in Pingora to coordinate partial fetches automatically, cutting R2 p99 latency in half.
The Global Performance Tuner is a feature for automatic performance tuning released in NVIDIA TensorRT 11.1. It provides automatic, accuracy-aware and...
Deploying a trained neural network involves more than translating each operator into a GPU kernel. It is a compilation problem with many legitimate answers. For...
Updating a SageMaker AI endpoint that has Application Auto Scaling registered makes AWS CloudFormation and AWS CDK deployments fail. This post shows how to build a reusable AWS CDK construct with CloudFormation custom resources that…
Learn how Cerebras serves OpenAI’s GPT-5.6 Sol at up to 750 output tokens per second—without shrinking the model or compromising intelligence.
Day-0 vLLM support for MiniMax-M3.1-Flash on NVIDIA Blackwell, NVIDIA Rubin, and AMD MI350-series GPUs, with NVFP4 MSA kernels, NVFP4 MegaMoE, DSpark speculative decoding, AgentX results, and day-0 RL.
With P/D disaggregation and Wide-EP on a GB300 NVL72 rack, vLLM serves DeepSeek-V4.1-Flash on SemiAnalysis AgentX at 954K tokens/s per GPU at a P90 of 196 tokens/s per user, 7.9x our aggregated single-node result.
Fast, focused, low-cost decisions for any application.
Learn how Cerebras maps trillion-parameter frontier models across WSE-3T wafers to deliver scalable inference at 1,000–2,000+ tokens per second.
At Hot Chips 2026, Cerebras details CS-4 and Nexus, plus the CS-5 and CS-6 roadmap for faster, more efficient frontier AI inference.
See how Cerebras powers GPT-5.6 Sol in OpenAI's Ultrafast mode at up to 750 output tokens per second for time-sensitive AI and agent workflows.
Discover how faster AI inference helps cybersecurity teams improve threat detection, AI security, validation, and response without sacrificing speed.
Cerebras and Upstage bring ultra-fast AI inference to Korea, delivering up to 2,000 tokens per second for real-time enterprise AI applications.
vLLM supports both Flint checkpoints (40B total, 2.5B active) from day 0, decoding a single request at about 500 tokens/s on one GPU.
Run Gemma 4 31B at over 1,800 tokens per second on Cerebras. Build responsive vision, document, screenshot, and agentic AI workflows.
Canadian organizations can now access OpenAI GPT-5.6, GPT-6, and GPT-6.1 models on Amazon Bedrock from the Canada (Central) and Canada West (Calgary) Regions using cross-Region inference. This post covers the models and inference…
This post announces native PyTorch backends for vLLM and SGLang powered by TorchTPU, enabling developers to run and optimize serving workloads using familiar PyTorch tools. Built in collaboration with open-source project maintainers,…
llm-d v1.0 graduates the configuration API to v1 and adds multi-tenant quality of service, zero-downtime operations, and agent-aware serving, taking state-of-the-art distributed inference from a stack that performs to one you can run as…
AI inference is no longer just a throughput problem. As reasoning models, AI agents and interactive applications become mainstream, responsiveness has become a first-class metric. Users notice seconds, not tokens per second. Lowering…
vllm-torchtpu is a new vLLM backend for Google Cloud TPUs built on TorchTPU, with Pallas kernels, multi-host parallelism, KV cache offloading, and disaggregated serving.
Meet the LiteRT Tensor API: giving developers native C++ control over the model graph to unify end-to-end ML computations on heterogeneous edge hardware.
vLLM's prefill-decode disaggregation splits LLM inference across engine instances but must transfer the KV cache between them. This post introduces a push-based NIXL connector that moves transfer coordination off the critical path,…
Multi-turn agentic workloads reprocess growing conversation context each turn, driving up latency. See how bi-directional KV cache transfer lets prefill and decode nodes reuse previously computed context across turns, cutting time to…
A new and tighter integration between Feast and ScyllaDB online feature store, including vector search support and better performance
Reusing computed attention state across requests and turns.
How requests are batched, placed, and split across a fleet.
Teams deploying custom text-to-speech models on Amazon SageMaker AI often guess at autoscaling thresholds, and a wrong guess either wastes GPU spend or breaches a latency SLO. This post deploys Kokoro-82M as a custom container and…
Learn how AI document classification automates document sorting and routing at scale, and what separates systems that perform on real documents from those that don
Voice agents, multiplayer games, and other workloads can now build on Sticky Sessions. Achieve strong affinity without losing autoscaling. Here’s how we built this on Modal Servers.
Smarter routing for subnet routers, app connectors, exit nodes, and Services.
The shapes of the models being served and how tokens come out of them.
The arithmetic itself: kernels, numerics, and compilers.
Introducing Humming, a quantized inference kernel library from Ant Group and the vLLM community, with broad GPU and quantization support, dense and MoE performance results, and vLLM integration.
Google AI Edge Model Explorer now supports custom compiler intermediate representations and open-source adapters like TOSA, VGF, and PTE for on-device machine learning. Developers can leverage hierarchical graph visualization,…
Silicon, interconnect, and the fabric between them.
Meet Cerebras CS-4, a wafer-scale AI accelerator with up to 30× faster inference than GPU systems, native disaggregated inference and higher throughput.
World Action Models (WAMs) offer a promising route to more physically grounded robot policies, but their video-model backbones make inference expensive. In this blog you will learn how to remove much of that cost on AMD GPUs without…
TorchTPU integrates a native torch.device("tpu") backend directly into PyTorch, allowing developers to train large-scale models on Google Cloud TPUs without rewriting code in JAX. The TorchTitan TPU fork enhances this with…
Google Research has completed the 32-bit open-source Coral NPU RISC-V architecture with the introduction of its Matrix Execution Unit, which delivers up to 1 TOPS while targeting 10 mW average power for edge inference. Alongside this…
Every whole-slide image tells a story in pixels. A whole-slide image is a glass pathology slide scanned into a single very large digital image, stored as a pyramid of small tiles so a viewer can pan and zoom it. A single biopsy…
rocOpt is a new open-source, GPU-accelerated engine for decision optimization on AMD Instinct GPUs. It solves large-scale linear programming (LP), mixed-integer linear programming (MILP), quadratic programming (QP), and vehicle routing…
Nvidia’s Vera server chip aims for high per-core performance.
The other half of the fleet: pre-training, post-training, and RL loops.
Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI trains models on the outcome of a whole multi-step task rather than labeled steps. This hands-on guide walks the full pipeline using Wordle: deploying the agent and reward…
Access a network of highly vetted partners to build custom RL environments to accelerate your post-training efforts.
Amazon SageMaker AI serverless model customization now includes training sessions, generally available today. You write and coordinate your own post-training loop (custom loss functions, reward signals, or multi-turn reinforcement…
Amazon SageMaker AI training session APIs let you write your own LLM training loop (SFT, RL, or custom objectives) in a Python script while the service runs the GPUs. This post introduces the programming model and three SDK clients,…
Spindle is an open-source API for training and fine-tuning open models — deploy a server with a single command and run any Tinker-compatible training code against it.
Reinforcement learning for LLMs is hard, so we built Modal Dojo — a library that gives you the building blocks, tuned defaults, and observability to get started with production-grade LLM training.
What the fleet costs to buy, run, and power.
Durability, query execution, and the layers under both.
I have unkind things to say about people who make their own pasta. Here, I’ll only use them as an example of how not to think when you’re building infrastructure. It’s unfairly easy to believe that the harder you work on something, the…
We moved a copy of 99.99999% of GitHub's repositories to Azure. Here's how per-reference quorums will bring over the rest, and how object storage lets reads scale independently. The post The bridge to agent-scale Git infrastructure…
Cloudflare's web application firewall can now correlate an HTTP request with its response. Full transaction detection helps every customer find successful exploits, data exposure, and risky misconfigurations that request-only inspection…
NVIDIA Vera tops the ClickBench hardware leaderboard, and three micro-benchmarks for filters, aggregation and joins show ClickHouse scaling almost linearly across its 176 cores.
Agreement, addressing, and moving bytes between machines.
Learn how to connect on-premises data sources to Amazon Quick privately with AWS PrivateLink, keeping analytics traffic off the public internet. This walkthrough covers VPC endpoints for user and API access, VPC connections for data…
An open source “bomb” drops from China
An open source “bomb” drops from China
The unit of deployment and the machinery that starts it.
Muse Spark Open, Meta’s open weights model, is live on Fireworks: #1 on Vals AI’s Harvey Legal Agent Benchmark, on US-only serverless with zero data retention.
Imagining traditional gearheads getting their hands on software-defined vehicles is an amusing thought experiment. With their socket wrenches and air compressors at the ready, they might be confused to encounter core functions more…
Sometimes, giving an AI agent all of the knowledge it needs is the wrong approach. At Meta, we’ve seen notable improvements in efficiency and accuracy by keeping the orchestration layer of our data pipeline agents deliberately thin: It…
Seeing what the system did, and what happens after it breaks.
Learn how to build an AI agent once and reuse it across IT, HR, and ops teams, with shared governance, identity, and observability.
OpenReplay replaced Postgres with ClickHouse to ingest billions of events and up to 6 TB a day on a single, vertically scaled instance, with sub-second queries and retention handled by a single TTL setting.
Patch the Planet connects security researchers, maintainers, and incident responders to help address critical vulnerabilities across open source.
Posts from the watchlist that no topic above claims.
Release: battledrones v14: Compass Rose, a four player map I added four player online mode to Battledrones - previous maps were limited to two. Here's the initial prompt I used: Add a new map for a four player battle - four way…
You can now view and manage your team's Spend Management budget from the Vercel CLI. Run vercel budgets and you, or the scripts and agents you run, get back your current spend and the active budget. View, set, and remove a budget This…
Tool: Quick Study Prompt to Claude Opus 5.5 High : Build an artifact where you open a photo and it rapidly (in a few seconds) paints a version of that photo using a canvas element and simulated paintbrush See also my previous experiment…
Introducing Kimi K3.1 Pro Kimi K3.1 Pro landed on the Kimi API today - it's not yet open weights, but Moonshot promise "Full model weights will be released by Nov 4, 2026". They're also offering a "Highspeed" version that's 2-3x faster,…
Cloudflare's new post-quantum GeoKey Manager protects geographically fenced decryption keys from harvest now, decrypt later attacks. Learn how we redesigned our cryptography stack to support strict data sovereignty in a post-quantum world.
Amazon Quick Sight layer maps now support Point and LineString geometry from the same GeoJSON workflow, so you can plot store locations and the routes between them. This post covers the dataset and GeoJSON structure layer maps require,…
AI models are solving more mathematical problems. A pattern is emerging in their successes that could help us predict which problems they’ll solve next.
the Cyber onslaught continues.
Interfaze on Vercel 50 million requests a month Backend running on Fluid compute Multiple model providers behind one fallback layer with AI Gateway Interfaze builds models for deterministic work that general-purpose LLMs handle poorly:…
The Vercel CLI now includes vercel feedback , which sends bugs, friction reports, and feature requests to the Vercel team from your terminal. Coding agents can also send feedback when they run into issues. Use vercel feedback with -f or…
Every Pro team can claim a free domain for one year. That offer now includes .co , .studio , .company , .info , .pro , .live , .digital , and .agency , bringing the eligible TLDs to sixteen. The offer still covers one domain per team,…
DE STAAT - FREEDOM (Official Music Video) OK well this is a first for me... at 00:44 in this new music video by Dutch alternative rock band De Staat : The visual effects are credited to Matties Grooten of Fake it or Leave it . Via flir…
BackgroundAccording to the Communications Fraud Control Association's 2025 survey...
The Amazon Polly Generative engine gets a major upgrade: more expressive, more accurate speech with low latency, plus 14 new voices across 9 locales and general availability of Hindi and Finnish. This drop-in upgrade requires no code…
Amazon Quick is a HIPAA-eligible service, but eligibility is not the same as compliance. This post explains who HIPAA applies to, how PHI flows through Amazon Quick, what the platform provides for regulated environments, and a…
AI developers aren’t just running a single model anymore—they’re orchestrating multiple models in parallel, chaining inference calls, and experimenting...
As fun as AI is, we built so much bad software over the last 30 years, and now the universe is punishing us for our sins. — Armin Ronacher Tags: security , generative-ai , armin-ronacher , ai , ai-security-research , llms
How Moshi turns market data into actionable insights, and why AI tools have to fit the trader’s workflow.
How Moshi turns market data into actionable insights, and why AI tools have to fit the trader’s workflow.
How Moshi turns market data into actionable insights, and why AI tools have to fit the trader’s workflow.
Cloudflare has achieved South Korea's ISMS certification following an audit across 80 controls. Learn how we localized user consent flows, adapted social sign-up paths at the edge, and validated our global security program.
Learn how mortgage document automation transforms loan processing, from document ingestion and extraction to validation and system integration.
Learn how KYC automation replaces manual verification with scalable, compliant workflows that cut costs, reduce errors, and speed up onboarding.
Learn how unstructured data extraction turns documents, PDFs, and text into structured insights using AI, NLP, and LLMs for scalable data processing.
OCR for tables converts complex document layouts into structured, machine-readable data. Learn how LlamaParse preserves table integrity.
OCR for images helps convert photos, labels, and screenshots into structured text. Compare the top AI OCR tools and learn what makes a reliable image-to-text system.
The Big Hardening begins
The Big Hardening begins
With our UK team expanding by more than 200% in six months, we’ve opened a new office at The Gilbert in Finsbury Square and brought in senior leaders to…
What forward deployed engineering means at OpenAI
Learn how OCR for accounts payable automates invoice processing, improves accuracy, reduces costs, and integrates structured data into ERP systems.
Fifteen years ago, TLS was something you'd use to protect the most sensitive areas of your app. Then Google, Let's Encrypt, the EFF, and others led the push for HTTPS everywhere, making encryption the default for every request. Without…
Uber is rolling out ChatGPT Work to more than 30,000 employees, helping teams research, analyze data, create presentations, and complete complex workflows.
You can now deploy apps to Vercel without an account using Vercel CLI . Share prototypes faster with a live URL before signing in to claim your project. From a project directory that isn't linked to Vercel, run: The CLI builds your…
How OpenAI works with distribution partners to uphold consistent safeguards, support responsible access, and clarify expectations in our Usage Policies.
U.S. Hunger, a nonprofit addressing food insecurity, uses Amazon Quick to connect organizational data with leadership decisions. Leaders explore applicant data directly, share KPI definitions and financial context in Quick Spaces, and…
AT&T is working with OpenAI to make legal knowledge easier to access. Learn how its LegalEdge team is rethinking intake and scaling legal judgment.
mammoth-1 and elephant-1 are decision models trained by our internal research team, Base Labs. They are open-source and free to try for a week.
Panache — RTS Belle Époque pour mobile Well this is delightful: I released Battle Drones yesterday under an Apache 2.0 License and there's already a French language fork which reskins the game to take place in steampunk 1900s France and…
From local businesses to global brands, more advertisers can now reach people as they explore, compare and decide what to buy in ChatGPT.
AI factories turn energy into intelligence. But before an AI workload can produce its first token, operators must bring an interconnected system of compute,...
Listen now (44 mins) | Paying for outcomes, building with agents, and the last mile of enterprise AI adoption
Paying for outcomes, building with agents, and the last mile of enterprise AI adoption
Build lightning-fast multimodal AI apps with Gemma 4 on Cerebras. Learn image understanding, vision workflows, and high-speed inference for developers.
Deployments that Vercel automatically skips in a monorepo no longer count against your deployment rate limits. Teams with monorepos now get more deployments from the same limits. Vercel skips a project's deployment when its source code…
Diffusion models have advanced rapidly in recent years, enabling high-quality video generation across a wide range of creative scenarios. As visual quality continues to improve, however, the field is increasingly shifting its focus from…
OpenAI outlines a blueprint for empowering cyber defenders with frontier AI, stronger safeguards, modernized cybersecurity, and more resilient public institutions.
eMudhra Intermediate CA Compromise This is very, very bad news: The private keys of eight eMudhra intermediate CA certificates have been compromised. They chain to roots trusted by the Mozilla, Microsoft, Apple and Chrome root programs…
Discover why AI loops require verification to avoid spiraling. See how Cerebras runs Gemma 4 at 1,500 tokens/sec for fast, autonomous visual loops.
Reasoning boosts AI accuracy, but at a steep cost. Explore test-time compute, agent performance, speed tradeoffs, and when thinking hurts.
Kimi K2.6 on Cerebras matches Gemini 3.5 Flash in intelligence while delivering 5× faster output, lower latency, and open-weight flexibility.
Following the discovery that eight eMudhra intermediate certificates use weak keys, Cloudflare is deploying mitigations and releasing client updates. We explain the impact, our response, and what customers and developers should do next.
WebSocket support in Vercel Functions is now generally available. Since the public beta launched in late June , Vercel CDN has served 300 million WebSocket connections, and now serves 15 million per day. Customers use WebSockets for AI…
My latest vibe coded game experiment is a Command & Conquer style RTS (Real Time Strategy) game called Battle Drones ( play it here ). Unlike my previous experiments , this one is actually fun to play . I'm somewhat embarrassed to admit…
From GPU trading to physical settlement, independent markets, and programmable compute
From GPU trading to physical settlement, independent markets, and programmable compute
Enterprise supply chains are data-rich but insight-poor, with the data to decide scattered across ERP, monitoring, procurement, and email. This post shows how Amazon Bedrock AgentCore exposes those systems as a governed tool layer, and…
Octave built a secure, multi-tenant AI foundation on Amazon Bedrock, using Cohere Embed v4 for embeddings and Amazon Bedrock AgentCore for isolated agent execution, to power a Complaint Triage Assistant that searches 2 billion regulated…
Western open models strike back
Whether you are iterating on a quick bug fix or planning a complex migration, different tasks call for different models. In keeping with Google Cloud's commitment to an open ecosystem and to give developers the right model for every…
Cloudflare is collaborating on tsrs, a Rust port of TypeScript that is up to 8x faster and uses 70% less memory.
An independent Schlotzsky’s and Cinnabon franchisee cut menu repricing time by 95% and built a workflow that could free up $100K in cash flow.
Terminal X’s Eval Agent grades outputs against a 54-criterion rubric, catching 25% more deviances from a fund’s mandate with GPT-6.1 Sol.
Congrats to DeepSeek V4.1 Flash 1017, MiniMax M3.1 Flash, and Mercury 3 (details below) but they’re not going to be in super wide use just yet.
Congrats to DeepSeek V4.1 Flash 1017, MiniMax M3.1 Flash, and Mercury 3 (details below) but they’re not going to be in super wide use just yet.
OpenAI is acquiring Orchestra Bio to bring AI-powered operations to life sciences R&D, helping biopharma teams accelerate drug development and advance new treatments.
Fireworks Free Weights Club kicks off with Muse Glimmer: better predictions on Kalshi, a reproducible training recipe, and free SFT through November 30.
New Amazon SageMaker AI customers can now land in a fully configured SageMaker Studio environment in only a few steps. Sign up with an identity you already have, such as Amazon, Apple, GitHub, or Google, with no advanced AWS account or…
While almost every platform now supports open formats, what makes a catalog truly...
Amazon SageMaker JumpStart onboarded over 100 new models from 30 providers in the first three quarters of 2026. This recap covers the model-onboarding highlights and JumpStart enhancements, including the simplified Model Hub,…
We are updating the Terms of Service for Hobby and Pro customers, effective October 19, 2026. The updates clarify some existing Vercel practices, expand terms on topics such as managed accounts and credits, and reflect applicable legal…
Clairic is a new model from Cloudflare that is a System One extraction modeI, capable of extracting, computing, estimating, and forecasting data from unstructured inputs.
TwelveLabs Pegasus 1.5 is now available in Amazon Bedrock. The video language model turns long-form video into structured, timestamped metadata: define the moments that matter and get every matching segment back as JSON, with new video…
Deepgram worked with the AWS Forward Deployed Engineering team to port its Nova-3 speech-to-text model to AWS Trainium2 for offline batch inference. This post covers porting to the AWS Neuron stack, kernel-level tuning, a data-parallel…
Generative Recommenders (GenRecs) represent a paradigm shift from scoring every ad to reasoning about ad content and user preferences together in order to predict the best outcome for advertisers. Leveraging the world knowledge built…
How Numan built Nu, an AI health coach, on LangGraph and LangSmith with per-category evals, simulated conversations, and safety gates on a regulatory line.
With the recent release of the Muse family of foundational models, we want to take you inside the infrastructure that has made it all possible. The first phase of Prometheus, our gigawatt-scale supercluster, is already complete and…
Oxide and L Labs set 18 STAC-M3 world records on a single Oxide virtual machine, opening a partnership to bring L to firms that run tick data analytics on-premises.
CVE-2026-88771 lets attackers run commands on NetScaler Gateway before anyone signs in. Patching takes time most teams don't have, so the sign-in decision has to move in front of the vulnerable code.
Query Insights for ClickHouse Managed Postgres now shows what active sessions are waiting on, with wait event breakdowns, blocked-session and lock-wait charts, and the same metrics in Prometheus.
Build agents that automate tasks across public and private websites with managed browsers, native toolbox integration, Live View, and human control. The post Browser automation tool in Microsoft Foundry is now GA appeared first on…
Grouping by subject is the point. A reader gives you 45 separate streams and leaves you to notice that four companies wrote about the same scheduling problem this week; this page puts those four posts under one heading. Topics come from the filter terms already listed on the blogs-to-watch page, so the vocabulary is the course's.
Each post is scored by keyword against every topic, using its title and its summary, and it is filed under the topic it scores highest against. A term that names a subject on its own counts for more than one that merely co-occurs with it, and a match in the title counts for three times a match in the summary. Any second topic a post also matches is shown as a label beside it. The method is keyword matching rather than a model, which makes it predictable, cheap, and occasionally wrong.
Nothing on this page is required reading.
The index covers 45 sources from the watchlist. 37 publish a feed and are read from it; the other 8 publish none, so their index pages are scraped and each new post's own page supplies the title and date its card omits.
Last run finished 26 Oct 2026 at 01:07 UTC. The index holds 1500 posts, keeps them for 120 days, and shows 256 posts on this page.
1 source failed on the last run. Replit (HTTP 403)
1 source answered but yielded no post: Anthropic Engineering.
The last run read 824 posts across every source and added nothing new.
4 sources on the watchlist are not aggregated here, so check them by hand.
A date shown as "first seen" is not a publication date. Some sources publish no date at all, so the page records when the post entered the index instead of guessing.