#agents

An AI agent does something it shouldn't. It leaks data, or wipes the wrong database, or makes a call...

A colleague recently gave an internal presentation about GitHub's Spec Kit and spec-driven...

A GitHub repository catalogs 475 Claude Opus 5.5 video prompts, linking creator posts, implementation tags and live remakes for practical comparison.

When an autonomous agent struggles on long terminal tasks, the standard engineering response is to...

Treat each Claude tool call as an untrusted request. The validation layers, typed errors and five stop conditions that keep a production agent loop bounded.

A decision guide for Claude Agent SDK hooks: which hook can block a tool call, what deny, ask and allow mean, and which checks still belong in the tool service.

Every AI agent I deployed had the same problem: it started each conversation from zero. And as soon...

In our previous post, we compared ALTK-Evolve with ACE and showed that how you deliver an agent's...

The Agent Explosion Has Begun Every enterprise is building AI agents. A customer support team...

Pi 1.0 shipped deferred tool loading and a codemode sandbox on October 1, 2026. That turns tool visibility into a per-tool decision you own. Here is how to audit what your agent is loading, and why the answer changes cost and behaviour.

The Art of Recursion: An Agent's Private Python Kitchen Source version of CodeSmith:...

Use one practical takeaway per episode to stress-test your AI product, moat, agent bets, and enterprise ROI story before you ship.