VigilAgent Blog

Thoughts, engineering deep dives, and product updates from the team building the future of AI agent observability.

Engineering Aug 10, 2026 Baran Onala

Why AI Agents Need Specialized Observability

Standard APM tools like Datadog weren't built for non-deterministic LLM chains. Here's why monitoring agents is fundamentally different.

Optimization Aug 02, 2026 Engineering Team

How we saved our customers over $2M by detecting prompt bloat and infinite loops in autonomous agents.

Product Updates Jul 28, 2026 Product Team

VigilAgent now automatically traces every LangChain run without writing any manual span decorators.