Correctover has built a detection framework to catch silent model swaps in production LLM systems, where providers return responses from different models than requested without notice. The framework o…
A developer argues that autonomous agent systems suffer from 'drift'—a slow, silent degradation in output quality that standard monitoring fails to detect. They propose a solution combining continuous…
A developer warns that internal Slack runbook bots sending incident prompts to OpenAI's servers can expose sensitive operational data, leading to compliance failures during SOC 2 audits. The post prov…
A developer argues that agent evaluations must run in CI to block regressions before deployment, not as post-hoc dashboards. The post introduces agent-eval for scoring outputs and AgentLens for execut…