
AI & Machine Learning14 min
MCP Tasks Extension: A Working Python Server (2026)
The ratified MCP Tasks extension needs three new methods. The official Python SDK v2.2.0 still doesn't implement them. Here's a tested server that does.
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AI & Machine Learning14 min
The ratified MCP Tasks extension needs three new methods. The official Python SDK v2.2.0 still doesn't implement them. Here's a tested server that does.

Security & Privacy18 min
Plugin4Shell breaks SHA pinning in four AI coding agents. Two are patched. Here's how to check your version, audit your marketplaces, and lock down the rest.

AI & Machine Learning19 min
The MCP Tasks extension defines three methods for async tool calls, but the official SDK still ships an older shape. Here is a tested server that gets it right.

AI & Machine Learning17 min
Declare Claude Managed Agents, environments, and memory stores as files, then sync them with ant apply — a tested walkthrough of drift detection and CI.

AI & Machine Learning17 min
Cloudflare now blocks AI agents by default on ad-monetized pages. A tested Python pattern for web-fetch tools to detect it and fail gracefully, not spoof it.

AI & Machine Learning15 min
Build persistent memory for Claude Managed Agents: create a store, attach it to a session, and handle concurrent writes safely with tested TypeScript.

News34 min
GitHub's HydraFusion can route one coding prompt across several models at runtime. Its own table shows cost down on all three benchmarks and quality up on one.

Security & Privacy13 min
Researchers say OpenAI agents flooded RubyGems with 2,000+ packages in May and abused RubyDoc for code execution. The timeline, evidence, and RubyGems' reply.
Guide · 25 min read
Master MCP from architecture to production. Learn the client-server protocol, build custom servers with TypeScript and Python SDKs, connect to real MCP clients, and deploy secure integrations for AI-powered workflows.

News27 min
OpenAI's Agents API opened in public beta on September 10, 2026, putting the Codex harness behind one call. The pricing, the ZDR limit, and who shipped first.

News16 min
Docusign opens its MCP server to every AI agent on September 30, following Salesforce and ServiceNow. Inside the 2026 shift from agent context to action.

News15 min
OpenAI says it hit its automated research intern goal: 3.1 agent-workdays per human workday, $600/day of inference. What the numbers show — and what they don't.