Ali Ibrahim·2d agoHow to Add Agent Skills Support to a Custom Agent HarnessAdd Agent Skills support to your custom AI agent: SKILL.md discovery, progressive disclosure, tool loading, and evals, with TypeScript and…A response icon1A response icon1
Ali Ibrahim·Oct 25Before You Add WebMCP: the Security Problem Nobody’s Selling YouWebMCP lets a web page hand tools to AI agents, and most coverage sells it as your website becoming an API. The spec, WebKit, and even…
Ali Ibrahim·Oct 2We Tried Replacing Our LLM Judges With JevYour agent needs checking. So you call another model to check it. Now every eval has a second bill, and a second model that can be wrong.A response icon1A response icon1
Ali Ibrahim·Sep 14How to Write Your First AI Agent EvalsWhere the first cases come from, which ones earn a place in the suite, why every case that pushes a behavior needs one that bounds it, how…
Ali Ibrahim·Sep 6Agent Plugins Explained: Skills and MCP in One FolderAgent Plugins is an open standard for packaging Agent Skills and MCP servers into one portable folder any client can load. What plugin.json…
Ali Ibrahim·Sep 1Building an Agent Eval Harness: The Complete GuideOriginally published at https://blog.agentailor.com
Ali Ibrahim·Aug 22Maintaining Prompts as Models Improve: Your System Prompt Has a Shelf LifeAnthropic deleted over 80% of Claude Code system prompt for Claude 5 with no measurable loss on their coding evals. The instructions did…
Ali Ibrahim·Aug 16Testing Tools for AI Agents: catching the bugs your agent can’t tell you aboutYou designed the tool well. Nothing verifies it still does what its description promises. An audit of eight tools found four contract bugs…
Ali Ibrahim·Jul 25Is LangChain Still Worth It in 2026?Is LangChain worth it in 2026? A practitioner’s guide to the v1 stack: create_agent, middleware, deploying, observing, and MCP, with an…
Ali Ibrahim·Jul 17MCP v2: What’s Changing, What’s Deprecated, and WhyMCP v2 breaking changes explained: the protocol goes stateless and deprecates sampling, roots, and logging. What is changing across every…
