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Atomizer/hq/workspaces/technical-lead/memory/2025-02-09.md
Antoine 3289a76e19 feat: add Atomizer HQ multi-agent cluster infrastructure
- 8-agent OpenClaw cluster (Manager, Tech-Lead, Secretary, Auditor,
  Optimizer, Study-Builder, NX-Expert, Webster)
- Orchestration engine: orchestrate.py (sync delegation + handoffs)
- Workflow engine: YAML-defined multi-step pipelines
- Agent workspaces: SOUL.md, AGENTS.md, MEMORY.md per agent
- Shared skills: delegate, orchestrate, atomizer-protocols
- Capability registry (AGENTS_REGISTRY.json)
- Cluster management: cluster.sh, systemd template
- All secrets replaced with env var references
2026-02-15 21:18:18 +00:00

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# 2025-02-09 — Technical Lead Log
## Hydrotech Beam — Technical Breakdown Complete
**Task:** OP_10 Step 2 — Technical breakdown for beam structural optimization
**Output:** `/home/papa/atomizer/projects/hydrotech-beam/1_breakdown/TECHNICAL_BREAKDOWN.md`
### Key Findings
1. **Baseline violates displacement constraint** (22mm vs 10mm limit) — this is the #1 risk. Feasible region may be narrow.
2. Recommended **single-objective** formulation: minimize mass, constrain displacement and stress
3. Recommended **two-phase approach**: LHS DoE (40-50 trials) → TPE optimization (60-100 trials)
4. `hole_count` should be treated as true integer — TPE handles natively
5. Identified **9 critical gaps** that need clarification from Antoine before proceeding
### Gaps Flagged
- Beam geometry details (length, supports, loading)
- Displacement/stress measurement specifics
- Geometric feasibility at extreme parameter combos
- Result sensor availability in the sim
- Mesh convergence verification needed
### Risk Assessment: MEDIUM-HIGH
- Main risk: conflicting requirements (lighter AND stiffer simultaneously)
- Sandwich theory provides the lever arm effect, but feasible region needs DoE confirmation