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Memory Document: Ongoing Observations & Context

Project State (v3.5.1)

Jules Autopilot has successfully pivoted to a Go-first architecture. The server/ directory and backend-only JS dependencies have been removed.

Core Observations

  1. Architecture:
    • Frontend: Vite SPA (React 19, Tailwind v4).
    • Backend: Go runtime (Fiber) serving APIs, WebSockets, and static assets.
    • Database: SQLite + GORM.
    • Workspaces: PNPM workspaces manage packages like @jules/shared and @jules/cli.
  2. Deployment Challenges:
    • The Go version in backend-go/go.mod must match the build environment exactly (currently pinned to 1.26.0 for Render).
  3. Missing/Incomplete Features (Identified for Implementation):
    • Git Diff Monitoring: (COMPLETED) Background Shadow Pilot anomaly detection is now equipped with native git diff monitoring.
    • CI Pipeline Auto-Fix: (COMPLETED) Auto-fix logic implemented in backend-go/autofix/autofix.go. Github actions workflow added.
    • Submodule Status Check: (COMPLETED) Real-time submodule git status checks in the Go backend are fully wired to the /system/status UI and WebSocket.

Design Preferences

  • No SSR: The frontend relies exclusively on Client-Side Rendering (SPA mode) to avoid Next.js overhead.
  • Single Source of Truth: VERSION.md is the absolute source of truth for versions, updated via scripts/update-version.js.
  • Universal Instructions: All AI interactions must refer back to LLM_INSTRUCTIONS.md.

Agent Directives

  • Always check this file before altering the project's macro structure.
  • Prioritize Go runtime stability over Node.js fallback mechanisms.

JULES AGENT LAST 5 MESSAGES:

=== Recent Commits === 3a494a0 fix: update LM Studio model to gemma-4-26b-a4b-it-qat-heretic (actually loaded) 0a950f0 feat: nudge sends instructions+docs+agent msgs+commits, no recovery guidance 03f22a3 feat: recovery prompt structured as instructions+docs+agent msgs+commits+instructions ea9bfed feat: skip nudge if last message from user, include last 5 agent msgs + docs + commits in recovery 4431d37 Merge branch 'feat-shadow-pilot-git-diff-ui-12323440949671972104' 68b0a18 chore: cleanup jules-autopilot dirty state\n\n- Untrack packages/shared/dist/ (built outputs), add to .gitignore\n- Commit security upgrades (package.json, pnpm-lock.yaml) - CI Pipeline Auto-Fix: (COMPLETED) Auto-fix logic implemented in backend-go/autofix/autofix.go. Github actions workflow added. - Submodule Status Check: (COMPLETED) Real-time submodule git status checks in the Go backend are fully wired to the /system/status UI and WebSocket.