Agent Memory Architecture: A Safe, Bounded File Store
Agent memory architecture explained: index limits, one page per entity and path checks, with a tested Python store and Anthropic's Nov 2026 findings.
Tag AI agents
AI Agent Sandbox Escape: What OpenAI’s Wiki Breakout Teaches
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.
DeepSeek Search API: $0.75 per 1,000 Calls, PHP Guide
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.
WebMCP: Make Your Website AI-Agent Ready in 2026 (Step-by-Step Guide)
WebMCP lets websites expose structured tools to AI agents via document.modelContext. Learn the Declarative and Imperative APIs, production gotchas, and security tips.
Safari MCP Server: Set Up WebKit Browser Automation for AI Agents
Safari MCP Server in Safari TP 247 lets AI agents inspect your live browser window. Full setup guide, 17 tools walkthrough, and real-world gotchas.
MCP Server Debugging in 2026: What Inspector Can’t Show You
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.
Claude Agent Skills: The Hidden Token Tax Nobody Warns About
Claude Agent Skills load ~100 tokens per skill on every request, even unused ones. Here's the hidden token tax, the 15K-char budget wall, and the fix.
MCP Config Files Leak API Keys — Here’s the Fix
24,008 secrets were found exposed in public MCP config files in 2026. Here's why AI coding agents leak API keys and the exact fix that actually works.
Neuron AI PHP Framework: Build Production Agents in 2026
The Neuron AI PHP framework adds agentic workflows, RAG and tool calling to PHP apps. Here's how it works, how it compares, and when to use it in 2026.
AI Agent Orchestration: One Agent or Many? A Practical Guide for Developers
Concrete decision framework for PHP and JavaScript devs: when single-agent simplicity beats multi-agent complexity, with real cost and latency trade-offs.