LeanLane (Python)

Stop AI agents from over-building — decision ladder, diff scoreboard, prune review, and cloud client. Local helpers need no API key; cloud uses Talocode.

Part of Talocode. Hosted at /v1/leanlane/*.

Why LeanLane?

Agents over-generate code: new packages, wrappers, and speculative frameworks. LeanLane forces a decide → score → review loop so you ship smaller, safer diffs.

Install

pip install -U talocode-leanlane

Quickstart

from leanlane import decide, score_diff, review_code, get_ruleset, LeanLaneClient
import os

print(decide(task="add a date picker to the form"))
print(score_diff(diff="""--- a/x.ts
+++ b/x.ts
@@
+import moment from 'moment'
+export class DatePickerFactory {}
"""))
print(review_code(text="abstract class BaseThing {} // for future use"))
print(get_ruleset(mode="full")[:200])

client = LeanLaneClient(api_key=os.environ.get("TALOCODE_API_KEY"))
# print(client.health())  # when cloud route is deployed

Auth / env

export TALOCODE_API_KEY=...
export TALOCODE_BASE_URL=https://api.talocode.site  # optional

API surface

Local

Cloud client (LeanLaneClient)

CLI

leanlane --help
leanlane decide --task "add date picker"
leanlane score --diff "..."

The Python console script is a thin client. For full MCP/git integration use the Node CLI: npm i -g @talocode/leanlane.

Related packages

Talocode ecosystem

More: github.com/talocode · talocode.site · docs.talocode.site

License

MIT © Talocode