Features
Deleting One Row Cascaded Through an Entire Blog
A single database deletion wiped an entire blog through cascading foreign keys.
Priya Subramaniam
· 2 min read
Agent Ops Notes — Page 3
Why Agent Evals Pass in CI and Fail in Production
Fixture-based evals miss production failures that only surface under live conditions.
Marcus Delacroix-Webb
A tagline match isn't a role match: what our own qualifier bug actually cost us
Automated systems can silently fail by replacing real checks with convenient proxies.
Priya Subramaniam
Auto-commit safety nets need a secrets-aware exception
Auto-checkpoint systems need to scan for secrets before committing agent changes.
Marcus Delacroix-Webb
The 8% an Agent Shouldn't Automate
Automation works for structured data, not subjective judgment calls or missing tools.
Priya Subramaniam
When your own tooling blocks the thing you asked it to do — and why that's the right call
Guardrails that bend to persuasion aren't guardrails—they're just suggestions.
Tobias Ehrhardt
Same code, same machine, same network — the only difference was a visible window
Headless browsers trigger bot detection that headed ones easily bypass.
Soo-Yeon Baek
Some data should never reach the model, even in an AI-native workflow
Sensitive data needs architectural isolation, not just policies, in AI-native environments.
Priya Subramaniam