Synchronizing with global intelligence nodes...
Datasette enrichment plugin 0.2a1 passes actor to llm.mode for better auditability
datasette-enrichments-llm 0.2a1 passes the triggering actor to llm.mode(), tightening auditability and enabling per-user behavior in LLM enrichments. ...
Agent Skills: A simple Markdown+YAML spec for packaging reliable agent behaviors
Anthropic’s Agent Skills package repeatable agent abilities in a Markdown+YAML spec that enterprises are already adopting. This [explainer](https://n...
Manticore Search 19.0.1 adds KNN prefiltering to HNSW for accurate, filtered vector results
Manticore Search now applies metadata filters inside HNSW traversal, delivering true k results that match constraints. KNN prefiltering in Manticore ...
AI coding is an amplifier, not a shortcut—treat it as an engineering system
Fresh data and essays converge on one point: AI coding boosts activity, but impact comes from disciplined workflows, not vibe coding. GitKraken analy...
From vibe coding to orchestrated agents: trace-aware memory and workflows go practical
Agentic engineering is shifting from ad‑hoc prompting to orchestrated, trace‑aware workflows that preserve context, align intent, and iterate reliably...
Agent security is now an execution-boundary problem, not a model problem
Recent leaks and reports show AI agents need white-box security across the entire execution stack, not just the model. A detailed take on the Claude ...
Local and edge AI cross the chasm: llama.cpp, Ollama-in-VS Code, and Akamai’s edge pitch
Local and edge AI are now practical, with llama.cpp, Ollama in VS Code, and edge CDNs shaping real deployment paths. A hands-on [guide](https://atalu...
Gemini API adds OpenAI-compatible endpoint: swap three lines to try Gemini with your existing SDKs
Google added an OpenAI-compatible endpoint for Gemini, so you can call Gemini with the OpenAI SDK by changing three lines. Per the official docs, poi...
Ship safer AI faster: put governance in CI/CD and run a model-upgrade audit
Treat AI governance like tests in your pipeline and audit your stack before swapping to a stronger model. Modern teams are baking bias checks, explai...
Stop Runaway LLM Agent Spend: Instrument Cost as a First-Class Metric
Teams are getting burned by runaway agent costs because OpenAI’s org-level billing lacks per-agent, real-time visibility and guardrails. A detailed p...
Codex adds Hooks docs, community sees better limits after April 1 reset, and GPT-5.4 stop behavior raises questions
OpenAI’s Codex platform quietly added Hooks docs while developers report improved limits and flag possible GPT-5.4 stop handling changes. OpenAI publ...
Chrome DevTools MCP 0.21 ships memory-leak detection and steadier agent automation
Chrome DevTools MCP 0.21 adds memory leak detection and stability fixes for agent-driven browser automation. The [chrome-devtools-mcp](https://github...
Claude Code v2.1.90: faster streaming, sturdier long sessions, onboarding “/powerup,” and tighter Windows tool permissions
Anthropic shipped Claude Code v2.1.90 with faster streaming, long-session stability, onboarding lessons, and tightened Windows tool permissions. The ...
Anthropic’s Claude Code source leaked via npm sourcemap; roadmap-level agent features exposed
Anthropic accidentally shipped a Claude Code npm update that exposed its source, revealing always-on agent plans and internal scaffolding. A packagin...
Volkswagen ships a brand-safe genAI image pipeline on AWS (Flux.1-Dev + LoRA, Omniverse twins, Nova Lite prompts)
Volkswagen built a GenAI pipeline on AWS to generate brand‑compliant vehicle images using Flux.1‑Dev + LoRA, Omniverse digital twins, and Nova Lite pr...
AI stack hardening week: LangChain patches, agentic-qe SQL fix, and a privacy-first ML encoding play
Security patches landed across popular AI tooling while a new framework proposes training on non-invertible representations instead of raw data. [Lan...
Datasette’s LLM stack adds async wrappers, purpose-based routing, and richer usage logging
A coordinated set of releases tightens how Datasette and the LLM toolchain handle async models, model routing, and usage logging. The LLM CLI gained ...
Tame Claude Code costs with an AI gateway (Bifrost, OpenRouter, Helicone, LiteLLM, Cloudflare)
A hands-on guide highlights five AI gateways that add per-request cost tracking, budgets, and rate limits for Claude Code. This DEV post covers how a...
Claude Code 2.1.89 ships after 2.1.88 source leak; reliability fixes land and "computer use" preview expands scope
Anthropic briefly leaked the Claude Code CLI source via v2.1.88, then shipped v2.1.89 with key reliability fixes while "computer use" rolls on in prev...
Copilot PR 'tips' incident and a default-to-train policy shift
GitHub Copilot briefly injected marketing-like "tips" into pull request descriptions and is moving to default training on user interaction data for no...
Multi-agent coding is getting a real playbook: when to verify, how to evaluate
Multi-agent coding is maturing with clearer evaluation tooling and caveats on verification, offering a workable playbook for reliable AI-assisted engi...
Local LLMs for engineering: promise, pitfalls, and the guardrails you need
Local coding models look tempting for privacy and cost, but the toolchain is brittle, so add guardrails and tests before rollout. A hands-on writeup ...
Agentic QE v3.8.13 ships code-intel CLI, incremental indexing, and a command-injection fix
Agentic QE v3.8.13 delivers a code-intelligence CLI with complexity metrics, incremental indexing, and a patch for a command injection bug. The relea...