## DevLoop - Closed-Loop Development System - Orchestrator for plan → build → test → analyze cycle - Gemini planning via OpenCode CLI - Claude implementation via CLI bridge - Playwright browser testing integration - Test runner with API, filesystem, and browser tests - Persistent state in .devloop/ directory - CLI tool: tools/devloop_cli.py Usage: python tools/devloop_cli.py start 'Create new feature' python tools/devloop_cli.py plan 'Fix bug in X' python tools/devloop_cli.py test --study support_arm python tools/devloop_cli.py browser --level full ## HTML Reports (optimization_engine/reporting/) - Interactive Plotly-based reports - Convergence plot, Pareto front, parallel coordinates - Parameter importance analysis - Self-contained HTML (offline-capable) - Tailwind CSS styling ## Playwright E2E Tests - Home page tests - Test results in test-results/ ## LAC Knowledge Base Updates - Session insights (failures, workarounds, patterns) - Optimization memory for arm support study
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972 B
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3 lines
972 B
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{"timestamp": "2025-12-29T12:00:00", "category": "user_preference", "context": "Git remote configuration", "insight": "GitHub repository URL is https://github.com/Anto01/Atomizer.git (private repo). Always push to both origin (Gitea at 192.168.86.50:3000) and github remote.", "confidence": 1.0, "tags": ["git", "github", "remote", "configuration"]}
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{"timestamp": "2026-01-22T16:13:41.159557", "category": "user_preference", "context": "Atomizer UX architecture decision - January 2026", "insight": "NO DASHBOARD API - Use Claude Code CLI as the primary interface. The user (engineer) interacts with Atomizer through: (1) Claude Code chat in terminal - natural language, (2) CLI commands like atomizer intake/gate/finalize, (3) Dashboard is for VIEWING only (monitoring, reports), not for configuration. All study creation, validation, and management goes through Claude Code or CLI.", "confidence": 1.0, "tags": ["architecture", "ux", "cli", "dashboard", "claude-code"]}
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