Before you ship another agent on vibes

Build agents that do what you actually want — faster.

Most agents drift from your intent the moment they hit real inputs. Answer four questions — get a system prompt your agent actually follows, a judge prompt to verify it, and your first eval run. All in one session, no setup.

The reveal: define what “good” means once, then carry it from V0 → eval → production.

Where are you right now?

Pick the symptom — not a product tour. Each door ships a concrete artifact in <30 minutes.

Evals

I’m setting up evals

“Braintrust is empty — who writes the judge?”

Output: judge prompt + scenario seeds from your anti-pattern field.

Export demo →

Also: LangSmith

Production

Something’s off in prod

“Evals are green but the product still feels wrong.”

Output: drift alerts that cite your words — not generic monitoring.

Lignos Studio — coming soon · See what's coming →

The continuity moment: the anti-pattern you wrote in Cursor becomes your blocking eval case, your prod drift alert, and your system prompt guardrail. You didn’t configure three tools — you defined judgment once. This is your eval V0 — a foundation from requirements. The seeds are synthetic starters; real outputs make it sharper.

Labs skill chain

/lignos-canvas /lignos-eval /lignos-govern ship /lignos-scope (optional)

Full skills overview · Claude Code commands in .claude/commands/

Repos

lignos-labs

Skills, examples, templates, integrations — free community layer

GitHub →