Chirpz

The company's core focus is the engineering layer around agents: instrumentation, traces and signals that let teams see what an autonomous workflow actually did and why.

PandaProbe is Chirpz's flagship product, aimed at making agent behavior easier to inspect, validate and keep stable as prompts, tools and models change.

Rather than a thin chat wrapper, Chirpz works on the underlying infrastructure — evaluation, guardrails and runtime plumbing — that teams need before agents can ship.

Chirpz positions itself as a lab solving agent engineering as a discipline, publishing open-source work on GitHub alongside its commercial product.

The site is deliberately minimal, keeping the focus on the problem being solved rather than marketing surface area.