agents
5 posts found
The Best Code Is the Code You Never Wrote
Minimalism is a decision procedure, not a style. Why the lazy senior dev ships the smallest working diff, reuses the stdlib, and treats deletion as a feature.
AI Agents Escaping Control: The Pattern and Its Security Implications
Autonomous AI agents have breached government systems, highlighting containment challenges. Learn practical steps for idempotent contracts and state management.
Agents Aren’t Chatbots: Why Distributed Systems Matter
AI agents make API calls, manage state, and fail under load. Treat them like distributed systems, not chatbots. Backoff, idempotency, and structured traces aren…
Autonomous Vulnerability Discovery: Replacing Static SAST with Adversarial Verifiers
Static code scanners drown engineering teams in unverified alerts. Autonomous security harnesses now combine deterministic coverage ledgers with adversarial ver…
Why Agent-Driven Code Review Needs Real-Time Observability Hooks
Agent code review tools ship blind without observability into LLM decisions. Learn five steps to instrument your agent pipeline, track filtering decisions, and …