PostHog / PostHog/context-mill

Lightweight eval for wizard integrations

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Dominant language
JavaScript
Stars
60
Forks
17
Avg merge
1d 7h
Merged PRs (30d)
36

Description

We need to build a lightweight, automated loop for sanity checking and evaluating Wizard integrations anytime there are changes to the underlying model, prompts, or resources.

model + prompt + contextwizard outputcheck (by human or model)saved run

  • Create a stable of boilerplate example apps for the Wizard to integrate with
  • Run nightly or on CI/CD
  • Save snapshots of the Wizard's output and diffs
  • Save a summary of the diffs
  • Save a qualitative evaluation of the diffs based on benchmarks or humans / LLMs as a judge
  • Reporting and alerting

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named. Start by locating the Wizard integration flow and existing CI/CD or reporting mechanisms, then define how boilerplate apps, saved outputs, diffs, summaries, and human or model evaluations fit together. Done means the loop can run nightly or in CI/CD and report meaningful changes.

Written by the indexing model from the issue text.

Assessment

Tech stack
javascript
Domain
ai, testing-qa
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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