Context Engineering for AI Agents: A Field Guide
AI agents drift, forget, and derail on long tasks. Learn context engineering — 8 practical rules to keep your agents reliable, grounded, and on-goal.
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53 articles published
AI agents drift, forget, and derail on long tasks. Learn context engineering — 8 practical rules to keep your agents reliable, grounded, and on-goal.
DeepSeek V5 has no announced release date. Here's what the July 24 deprecation actually means, plus V4 Pro pricing, vision API status, and Claude vs GPT-5.
Hermes Agent is the self-improving autonomous agent devs are switching to. Here's what it does, how it compares to OpenClaw, and where it falls short.
My hands-on Claude Fable 5 review. I ran my usual coding tests and it one-shotted a poker sim no model ever beat. Best coding model yet, with caveats.
Build custom MCP UI: a human approval gate that makes your AI agent pause for Approve, Edit or Reject before it acts. Full TypeScript + React guide.
I ran my usual coding tests — two websites, a poker sim, and a code audit. Here's how MiniMax M3 actually stacks up against GPT-5.5 and Opus 4.8.
Hands-on Antigravity 2.0 review: I tested Gemini 3.5 Flash on real coding tasks. Fast, impressive design — but the hidden token cost changes everything.
Notion just launched Workers and a CLI — finally a real automation layer for small businesses. What shipped, what it costs, and a hands-on build.
Claude Code hooks make your AI agent deterministic. Hands-on guide covering formatting, security, logging, and forced verification with TypeScript.