Explanation
Roadmap
What ships today, what is planned, and where the project deliberately goes next, including the debt ledger, which is public on purpose.
Kno is early and says so. This page tracks what exists today and what the project has committed to next. The repository’s status table is the authoritative live version.
Current status (v0.1.1)
| Stage | What it does | Status |
|---|---|---|
| Init | Interactive wizard: writes a kno.yaml with your defaults, evals, agent, goal, budget |
Shipped |
| Mine | Turn production transcripts into an eval set (weak labels marked derived) |
Shipped |
| Baseline | Run the agent over the dev cases, score against the goal, persist every result | Shipped |
| Value | Route each asset to the slices it could affect, inject, re-run against controls, record Δ with an interval | Shipped |
| Select | Build a portfolio under budget, with a rejection log; every decision at a Bonferroni-corrected interval | Shipped |
| Validate | Measure the portfolio as a set against the untouched holdout | Planned |
| Export | Render selected assets into the destination grammar: context pack, knowledge-base manifest, or tuning-set JSONL | Shipped |
| Report | Compose the recorded stages into one page, verdicts, portfolio, gaps, and the caveat that nothing is validated on holdout yet | Shipped |
Also shipping in v0.1: the exec:, bedrock:, and vertex: agent
adapters; Langfuse, LangSmith, and Braintrust eval adapters; Hugging
Face evals and pools; CSV and Markdown pools; and the budget guard with
resumable runs.
What is next
| Milestone | Scope |
|---|---|
| v0.2 | validate (holdout measurement); knowledge-injection writable KBs; redundancy detection; judge calibrate; Tuner and the proxy-FT bridge |
| v0.3 | serve, plugin system (Ring 2 exec plugins), SDKs, OTel export |
| v0.4 | Transfer prior |
The full architecture and what is deliberately out of scope: DESIGN.md.
Debt is public on purpose
Every accepted piece of debt lives in the debt ledger with a repayment trigger and a disposition. When something here looks stale, check the ledger, and when you repay a debt, the ledger is where it shows.
Help define what comes next
- Open an issue , bug, enhancement, or adapter, with templates.
- Ask a question.
- Start contributing , good-first-issue is a curated pipeline, not a label of neglect.