ENGLISH BLOG
AI agent and software industry coverage. 902 posts.
LATEST ARTICLES
- 01READ
What Anthropic's Consumer Data Opt-In Changes for How You Build on Claude
Anthropic now lets Claude Free, Pro, and Max users opt into training data use, with a 5-year retention window and an Oct 8 deadline.
- 02READ
Catching JavaScript That Waits for the Right Victim
Cloudflare's Page Shield ML caught 8 payloads that scanners missed, showing why storefronts need runtime detection, not just static scans.
- 03READ
Scoping Cloudflare Workers Access So Agents Can't Touch Production
Cloudflare adds per-Worker roles and scoped API tokens so teammates and agents get only the access they need.
- 04READ
Funding Data APIs: Pick by Job, Not by Leaderboard Rank
An independent benchmark splits funding-data accuracy into freshness and enrichment — and the winner flips.
- 05READ
What a Collection Page Signals About Shipping Public-Interest AI
Google's collection page frames societal-impact AI as a portfolio, not a launch — and that changes how builders scope work.
- 06READ
Mistral Powers Firefox's Smart Window: What Zero Data Retention Changes for Browser AI
Mistral models now power Firefox Smart Window in France and North America, with zero data retention by default.
- 07READ
Teaching AI to People Who Didn't Grow Up With It
OpenAI and OATS are running in-person AI skills workshops for older adults across 10 US communities.
- 08READ
Seedance 2.5: Long Takes, Reference Inputs, and the Per-Second Bill
Seedance 2.5 trades 4K for 30-second takes and cheaper video-reference billing — what that changes for clip pipelines.
OPEN 92 EARLIER POSTS
2026 / 92 OLDER ARTICLES
- Prompt Caching on Bedrock: Where the 90% Input Savings Actually Come From
- Anthropic's New Advisory Council: What Government-Facing AI Builders Should Watch
- Cloudflare's Disallow AI Training Setting: What Changes for Your Crawl Policy
- When the Data Agent Becomes the Interface, Your Semantic Layer Is the Product
- Grok Can Now Trade Your Coinbase Account in Chat
- Nano Banana API: What the Image Edit Request Shape Changes for Builders
- Hermes Agent: Self-Hosted AI That Writes Its Own Skills
- How Serverless Fine-Tuning Changes Product Tagging Economics
- Choosing a Web Search API for Agents: What the Retrieval Task Actually Demands
- What a 328-Day Mission Teaches Builders About Partnering With AI
- What DevFest 2026 Means for Building in the Agentic AI Era
- What Fyxer's 53% Draft Acceptance Rate Changes for How You Build Trustworthy AI Assistants
- What a Multi-Agent Onboarding Assistant Changes for Open Finance Integration
- Config-as-Code for LLM Calls: What OpenRouter Presets Change About Shipping
- What It Takes to Hand an Agent the Whole System
- Fable 5.1's Cache Discount: Where the Bill Actually Moves
- Model Caching on HyperPod: What Changes When Weights Live on the Node
- Marketing Ops as Code: What One GitHub Issue Can Trigger
- SAM 3 and DINOv3 Cut Beamline Segmentation From a Month to 15 Minutes
- OpenRouter Fusion: What a Compound Model Changes for Your Escalation Path
- Execution Models Decide How Much Your Orchestrator Can Be Trusted
- What a University AI Curriculum Review Board Changes for Course Builders
- Devin Now Shows Its Work: What Self-Testing Agents Change for Review
- Search as a Race-Prep Tool: What the Three Workflows Actually Require
- Interactive Widgets in AI Hosts: What AgentCore's MCP Apps Pattern Changes
- Running Vision Models On-Device: What RAMMP Changes for Assistive Robotics Builders
- North Small Translate: What 16k Context and 1.4x Throughput Change for Translation Pipelines
- Prompt Injection Is a Data-Trust Problem, Not a Prompt Problem
- Zero Data Retention: Enforcing Provider-Side Privacy on AI API Calls
- The Gates Come Before the Agent Fleet
- A 96% Nuclear-Content Classifier: What Shipping a Regulated Guardrail Actually Takes
- Copilot's Diff, Terminal, and Browser Panels: A Review Loop You Can Trust
- Muse Spark 1.1 and the Meta Model API: What Changes for Agent Builders
- When Your Storage Layer Is Python: Tail Latency Lessons from Habitat
- Cost Per Correct Answer: Picking an OpenAI Model on Bedrock
- OpenRouter's Speech Endpoint: Validate the Response Before You Write the File
- One Training Stage for Protein Design: What Dropping the Latent Space Changes
- Anthropic's August Threat Report: What Agentic Misuse Changes for Builders
- Owning Your Models: What the Cloudera-Mistral Deal Changes for Enterprise Builders
- Codex and ChatGPT in an Antimicrobial Lab: What the Workflow Actually Looks Like
- A Single Persistent Kernel Changes How You Serve Code Models
- What a Hosted Sandboxed Shell Changes for How You Build Agentic Tools
- Prefix-Aware Routing on SageMaker: What Changes When Your Prompt Starts the Same Way
- RFI Questionnaires Are a Data Extraction Problem, Not a Writing Problem
- Choosing an AI Voice Agent Platform: What the Build vs. Buy Tradeoff Actually Costs
- What a $200M Gates Partnership Changes for Claude Builders
- What Deploying Qwen3.8-2.4T-A95B on HyperPod Changes for Self-Hosting Frontier Models
- Google Search's Live Game Feed and Fantasy Link Change How You Build for Real-Time Sports
- How Heurist Finance Bought Data Per Query to Build an Investment Workbench
- In-Region Routing: The Difference Between Decryption and Inference
- What a 40k-Line Fortran Migration Teaches About Agent Workflows
- Paul Christiano on the Board: What a Safety Researcher Changes in OpenAI's Governance
- AlphaGenome Atlas: A Precomputed Map of 9 Billion DNA Variants Changes How We Prioritize Genetic Research
- What the First AI-Orchestrated Espionage Campaign Means for Your Security Stack
- What Claude Misuse Detection Means for How You Ship AI Products
- What Distillation Attacks Change About How You Ship AI
- FDEs That Build Your Team's Capability, Not Your Dependency
- What a €3B Sovereign AI Bet Means for Builders
- The OpenAI Flywheel: Why Better Models, Cheaper Compute, and Broader Reach Compound
- OpenAI's Journalism Push Starts Before the Newsroom
- Small Language Models: The Enterprise Case for Right-Sizing AI
- Choosing a Structured Data Extraction Tool for AI Agents in 2026
- Supporting Independent Journalism in Ukraine with AI
- Claude Formalized Fermat's Last Theorem in 11 Days of Lean
- Isar Aerospace's Spectrum Reaches Orbit: A First for Europe
- Oklo Takes PJM to FERC Over a 750 MW Data Center Power Bid
- Automation’s Early Footprint: The ATE Dataset
- Claude's July incidents: What we changed in alignment and security
- Build a WhatsApp Ordering Assistant That Remembers You Across Text, Voice Notes, and Calls
- Anthropic Takes All of SpaceX's Colossus 1: Renting a Rival's Data Center to Feed Claude
- Three Real-World Incidents in Anthropic's Cybersecurity Evals
- Anthropic vs OpenAI on State AI Safety Bills: The Ratchet Against Reverse Federalism
- Inside Astra's Cyber Evals: 100% on ExploitBench, Two Zero-Days, and 9% Fewer Tokens
- Claude Code Is More Than a Terminal: How Artifacts, Auto Mode, and /Design Made It a Platform
- Fable 5.1 and Mythos 5.1: Same Model, Cache Reads 75% Off
- Context-Aware Vulnerability Discovery: Cloudflare and OpenAI Daybreak
- Gemini 3.8 Flash Intro Price Doubles on Jan 1: 54.9% HLE
- GitHub Copilot's September Double Shift: Pay-First Billing and a Default-On Unified Experience
- Ox Alpha Was GLM-5.3-Flash: 31% of OpenRouter Traffic
- GPT-5.6 Sol Ultrafast: Cerebras Pushes Inference to 750 Tokens per Second
- MCP 2.0 Goes Stateless: One Request Replaces the Two-Step Handshake
- Meta's Muse Spark 1.3 Ships Agents That Ask Questions and Know Their Limits
- Mistral Forge: No Fine-Tuning, No RAG — Training Enterprise Models From Scratch
- OpenAI Ships Astra: How the First Critical-Threshold Cyber Model Went Live
- ChatGPT Ads, Six Months In: From US Test to Eight Markets and OpenAI's Advertising Logic
- How a Two-Person Stunt Show Team Cut 3 Days of Work to 3 Hours with ChatGPT
- How Cloudflare Could Save Petabytes of Cache Storage with Zstandard and Pingora
- Enterprise Frontier Safeguards: Building Trust Through Customer-Controlled Monitoring
- Modernizing Support Operations with Generative AI on AWS
- Running OpenAI GPT-5.6 on Amazon Bedrock from Australia: A Practical Guide
- Detecting Silent Dashboard Failures with Amazon Bedrock
- Best MCP Servers for Claude Code and Codex in 2026 (Tried and Tested)