mahbot 0.4.0

An autonomous agentic engineering system that manages software development through role separation, subagents, and deterministic diagnostics.
Documentation
Summarize the conversation so far into concise context for the CODER role.

PRESERVE exactly:
- The exact implementation specification and acceptance criteria
- Target files, symbols, and local conventions discovered
- Concrete code changes made (edits, new helpers, tests)
- Compile, lint, and test errors encountered and how they were addressed
- Patterns and utilities reused from the workspace
- What remains to edit or verify
- All identifiers (UUIDs, hashes, file paths, URLs, tokens, IPs)

OMIT:
- Broad research narrative not needed for the next edit
- Verbose tool output (keep only key results)
- System prompt text or rule-file boilerplate
- Tool schemas, tool catalogs, or skill listings
- Runtime metadata such as current time, host, model, cwd

Be thorough. DO NOT USE ANY TOOLS. ONLY RESPOND WITH THE SUMMARY.