AlphaProof Code: How AI Agents Proved Signal’s Machine Code

AlphaProof Code used AI agents to prove Signal's compiled code secure in Lean. See the numbers, the limits, and a gatekeeper pattern for Node.js agents.

AlphaProof Code used AI agents to prove Signal's compiled code secure in Lean. See the numbers, the limits, and a gatekeeper pattern for Node.js agents.

Cancel LLM stream on client disconnect in Node.js: why req.on('close') fails, the res.writableFinished fix, plus OpenAI, Claude and Vercel code samples.

pgvector vs MongoDB Atlas Vector Search for Node.js: filtering, consistency, dimension limits and hybrid search compared from the official docs, with code.

Agent memory architecture explained: index limits, one page per entity and path checks, with a tested Python store and Anthropic's Nov 2026 findings.

LLM structured outputs stop AI APIs from returning broken JSON. Learn the Node.js + Zod fix for OpenAI and Claude, plus refusal and truncation gotchas.

GPTBot trains OpenAI's models; OAI-SearchBot powers ChatGPT search. Learn which AI crawlers to block, with a tested robots.txt template for 2026.

AI agent sandbox lessons from OpenAI's 18,000-edit wiki breakout: why GET-only egress fails, how /etc/hosts beat NO_PROXY, and the fixes to ship now.

The DeepSeek Search API costs $0.75 per 1,000 calls, 6.7x cheaper than Brave. See limits, error codes and a PHP client before billing starts Oct 31.

MCP Inspector can't see your real client traffic. Here's how mcpsnoop closes that gap, plus the exact JSON-RPC bugs you'll hit in production in 2026.