rve/learning-platform
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

docs: AI pipeline hardening plan + rename giteaService -> githubService #1

Merged
rve merged 1 commits from feat/ai-pipeline-hardening-plan into main 2026-05-20 10:09:40 +00:00
Conversation 0 Commits 1 Files Changed 3 +570 -1
rve commented 2026-05-20 10:07:42 +00:00
Owner
Copy Link

Summary

  • Adds AI_PIPELINE_HARDENING_PLAN.md -- a phased, self-contained plan an AI agent can execute end-to-end to harden the Anthropic integration. Six phases: central LLM client + robust parsing -> prompt caching & tool-based structured outputs -> extraction quality (overlap chunking, stateful IDs, adaptive throttle, unified relation vocab) -> quiz quality (Fisher-Yates, debiased correctIndex, difficulty field, dedup) -> R42 retrieval & telemetry (TF-IDF, lookup_topic tool, llm_calls collection) -> eval harness.
  • Renames src/lib/giteaService.js -> src/lib/githubService.js. The module actually calls api.github.com / raw.githubusercontent.com; the previous name was misleading. Updates the single import site in src/components/admin/KnowledgeGraph.jsx. No behaviour change.

Test plan

  • npm run lint clean
  • npm run build succeeds
  • Admin > Knowledge Graph > Sync Handbook still pulls files from respellion/employee-handbook on GitHub
  • Plan doc renders correctly on the Gitea repo browser

Generated with Claude Code.

## Summary - Adds `AI_PIPELINE_HARDENING_PLAN.md` -- a phased, self-contained plan an AI agent can execute end-to-end to harden the Anthropic integration. Six phases: central LLM client + robust parsing -> prompt caching & tool-based structured outputs -> extraction quality (overlap chunking, stateful IDs, adaptive throttle, unified relation vocab) -> quiz quality (Fisher-Yates, debiased correctIndex, difficulty field, dedup) -> R42 retrieval & telemetry (TF-IDF, `lookup_topic` tool, `llm_calls` collection) -> eval harness. - Renames `src/lib/giteaService.js` -> `src/lib/githubService.js`. The module actually calls `api.github.com` / `raw.githubusercontent.com`; the previous name was misleading. Updates the single import site in `src/components/admin/KnowledgeGraph.jsx`. No behaviour change. ## Test plan - [ ] `npm run lint` clean - [ ] `npm run build` succeeds - [ ] Admin > Knowledge Graph > Sync Handbook still pulls files from `respellion/employee-handbook` on GitHub - [ ] Plan doc renders correctly on the Gitea repo browser Generated with Claude Code.
rve added 1 commit 2026-05-20 10:07:43 +00:00
docs: add AI pipeline hardening plan; rename giteaService to githubService
All checks were successful
On Pull Request to Main / test (pull_request) Successful in 30s
Details
On Pull Request to Main / publish (pull_request) Successful in 58s
Details
On Pull Request to Main / deploy-dev (pull_request) Successful in 1m35s
Details
db5bb854c3 
Adds AI_PIPELINE_HARDENING_PLAN.md — a phased, self-contained plan an AI
agent can execute to harden the Anthropic integration (central LLM
client, tool-based structured outputs, prompt caching, retrieval-based
R42 context, eval harness).

Renames src/lib/giteaService.js to src/lib/githubService.js. The module
calls api.github.com and raw.githubusercontent.com; the previous name
was misleading. No behaviour change. Updates the single import site in
src/components/admin/KnowledgeGraph.jsx.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
rve changed title from docs: AI pipeline hardening plan + rename giteaService ? githubService to docs: AI pipeline hardening plan + rename giteaService -> githubService 2026-05-20 10:08:13 +00:00
rve merged commit d07d15b2a7 into main 2026-05-20 10:09:40 +00:00
rve deleted branch feat/ai-pipeline-hardening-plan 2026-05-20 10:09:41 +00:00
Sign in to join this conversation.
Reviewers
No Reviewers
Labels
No items
No Label
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
eho lmi lpr not rdi rve
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: rve/learning-platform#1
Delete Branch "feat/ai-pipeline-hardening-plan"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?