Man1Lab v1.2.3
Man1Lab v1.2.3 — Platform Runtime & Interactive Console
Release date: 2026-07-08
Repository: https://github.com/maniac1um/Man1Lab
Status: Release Candidate
Overview
v1.2.3 introduces Platform Runtime as first-class process infrastructure and ships the Interactive Console — a REPL-style interface via man1lab with no arguments.
v1.2.2 delivered the LLM Platform and first-run experience. v1.2.3 delivers runtime ownership, infrastructure integration, and interactive console.
Milestone: Platform Capability
Previous: v1.2.2 (LLM Platform & First-run Experience)
Next: Repository Understanding (v1.3)
Highlights
- Platform Runtime — lifecycle, context, lazy initialization, resource manager, session
- Runtime profiling —
man1lab profilefor startup observation - Runtime integration — infrastructure resolved through
RuntimeInfrastructure(8.5.1) - Interactive Console —
man1lab(no args) with built-in commands (help,doctor,analyze,reproduce, …) - 765 unit tests passing
- MIT License — unchanged
Architecture Changes
New cross-cutting layer between Facade and business workflows:
CLI · Console · SDK
↓
Platform Facade (Man1Lab)
↓
PlatformRuntime
├── RuntimeContext → RuntimeResourceManager
├── RuntimeSession → SessionWorkspace
└── RuntimeProfiler
↓
Business Workflows (Analysis → Discovery → Execution Planning → …)
No changes to canonical artifact pipeline or reproduction workflow semantics.
Full specification: architecture/RUNTIME.md
Interactive Console
man1lab # enter interactive console
man1lab --help # traditional CLI subcommands unchangedConsole commands delegate to the Platform Facade. Session opens on console start.
Execution Planning & LLM Platform
Unchanged from v1.2.2 — six embedded Execution Planning providers; LLM Model Registry and man1lab model CLI.
Compatibility
None. All v1.2.2 CLI subcommands, SDK methods, and workflow behavior remain compatible. Console is additive.
Migration Notes
From v1.2.2
No migration required.
pip install --upgrade man1lab
man1lab --version # 1.2.3
man1lab doctorOptional: run man1lab with no args to explore the interactive console.
Known Limitations
Inherited from v1.2.2 — see CURRENT_STATUS.md:
- Session workspace is in-memory only (no persistence)
- MCP / REST interfaces not implemented
- SDK does not expose model management methods
- No daemon mode
Tests
765 unit tests passing (pixi run test).
Upgrade from v1.2.2
pip install --upgrade man1lab
man1lab --version
man1lab doctorNo configuration migration required.
Phase Audits
reviews/8.1_runtime_performance_audit/ through reviews/8.6_man1lab_console/, reviews/8.5.1_runtime_integration/