Anvia implementation track
Coding agent harness with Anvia.
A coding-agent implementation track. Each guide starts by reproducing a repo-work failure, then turns the same case into a successful Anvia pattern using typed tools, structured outputs, pipelines, memory, observability, evals, and handoff artifacts.
Specify the Work Surface
Reproduce a vague coding-agent request, then constrain it with Anvia instructions, typed output, and stop conditions.
Equip Safe Tools
Reproduce unsafe repo access, then expose a typed Anvia tool surface for reading files, running focused checks, and requesting review.
Execute a Bounded Pipeline
Reproduce an improvised code-change run, then turn it into an explicit Anvia pipeline.
Observe the Run
Reproduce an untraceable coding-agent patch, then add Anvia observers and pipeline events.
Verify with Evals
Reproduce unsupported done-claims, then use Anvia evals and review gates to judge coding-agent reliability.
Harden the Handoff
Reproduce a vague coding-agent end state, then persist memory, run records, and clean handoff artifacts with Anvia.