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Panel of Specialists (POS) Design Framework

The Panel of Specialists is NIGHTWATCH's innovative approach to observatory design — a simulated "retreat" of 12 domain experts who collaboratively refine every aspect of the system through structured deliberation.

Why This Approach?

Building an autonomous observatory involves dozens of interconnected decisions across optics, mechanics, electronics, software, and operations. Rather than designing in isolation, the POS framework:

  • Captures diverse expertise — Real-world specialists bring different perspectives
  • Forces explicit trade-offs — Each decision is debated from multiple angles
  • Documents reasoning — Future maintainers understand why choices were made
  • Enables iteration — The retreat progresses through versioned releases (v1.0 → v3.0)

The 12 Specialists

# Specialist Domain Affiliation Focus Areas
1 Howard Dutton Embedded Systems OnStep Project OnStepX firmware, TMC5160 drivers, encoder integration
2 Damian Peach Astrophotography Independent Imaging workflows, ADC, planetary capture optimization
3 Yuri Petrunin Russian Optics TEC Maksutov designs, thermal management, LZOS glass
4 Michael Clive AI Voice Control NVIDIA DGX Spark, LLM inference, voice pipeline architecture
5 C.W. Musser Harmonic Drives HD LLC Strain wave gearing, precision mechanics, lubrication
6 Alec Radford Speech Recognition Thinking Machines Whisper STT, audio processing, model optimization
7 Michael Hansen Voice Synthesis Nabu Casa Piper TTS, ONNX deployment, low-latency synthesis
8 Antonio García Weather Sensing Lunatico AAG CloudWatcher, safety interlocks, environmental APIs
9 Richard Hedrick Precision Mounts PlaneWave CDK optics, mount stability, FEA analysis
10 Craig Stark Autoguiding Stark Labs PHD2 integration, guiding algorithms, RMS optimization
11 Bob Denny Integration DC-3 Dreams ASCOM standards, ACP scripting, observatory automation
12 SRO Team Remote Operations Sierra Remote Redundancy, fail-safes, power/network resilience

Retreat Structure

Phase 1: Foundation (Days 1-10) → v1.0

  • Independent codebase review by each specialist
  • Cross-specialist discussions on integration points
  • Core decisions: mount mechanics, safety thresholds, basic voice control
  • Outputs: TMC5160 settings, frame thickness (12mm), safety limits (wind 25mph, humidity 80%)

Phase 2: Advanced Features (Days 11-20) → v2.0

  • Autoguiding integration (PHD2)
  • Camera control and imaging pipeline
  • Machine learning (seeing prediction, image scoring)
  • Dashboard and alert systems
  • Outputs: FastAPI architecture, ONNX models, AAVSO integration

Phase 3: Full Automation (Days 21-30) → v3.0

  • Auto-focus and plate solving
  • Enclosure automation and all-sky monitoring
  • Power/network resilience for remote deployment
  • Spectroscopy and citizen science integration
  • Outputs: Complete autonomous operation, Nevada deployment ready

Consensus-Driven Decisions

Each major decision follows a structured process:

  1. Lead specialist presents domain analysis
  2. Related specialists contribute cross-cutting concerns
  3. Discussion explores trade-offs and alternatives
  4. Consensus is documented with rationale
  5. Validation criteria are defined

Example from Day 2 (Mount Design):

Richard Hedrick: "Increase RA housing wall thickness to 12mm minimum." C.W. Musser: "Agreed — stiffness critical for harmonic drive performance." Howard Dutton: "Will update Config.h slew rates for the increased mass." Consensus: 12mm walls with gussets at bearing shoulders.

Agent Profiles

Each specialist has a detailed profile in the agents/ directory:

pos/agents/
├── 01_howard_dutton.md    # OnStepX firmware expert
├── 02_damian_peach.md     # Planetary imaging master
├── 03_yuri_petrunin.md    # Russian optics specialist
├── 04_michael_clive.md    # DGX Spark / AI voice
├── 05_walton_musser.md    # Harmonic drive inventor
├── 06_alec_radford.md     # Whisper STT creator
├── 07_michael_hansen.md   # Piper TTS developer
├── 08_antonio_garcia.md   # Weather sensing / Lunatico
├── 09_richard_hedrick.md  # PlaneWave precision design
├── 10_craig_stark.md      # PHD2 autoguiding
├── 11_bob_denny.md        # ASCOM / ACP integration
└── 12_sierra_remote.md    # Remote observatory ops

Profiles include:

  • Background and key achievements
  • Technical expertise areas
  • Review focus and evaluation criteria
  • Relevant specifications and resources

Full Simulation Document

The complete 30-day retreat simulation is documented in:

POS_RETREAT_SIMULATION.md — Day-by-day deliberations, decisions, code snippets, and architecture diagrams.

Panel Resources & GitHub Profiles

Several panel members maintain open-source projects directly relevant to NIGHTWATCH:

PANEL_RESOURCES.md — GitHub profiles, key repositories, and integration opportunities for:

  • Howard Dutton (OnStepX, SmartWebServer, OCS)
  • Michael Hansen (Piper TTS, Rhasspy, Wyoming)
  • Craig Stark / OpenPHDGuiding (PHD2)
  • Alec Radford (Whisper-related work)

Using POS for Your Own Projects

This framework can be adapted for any complex technical project:

  1. Identify domains that require expertise
  2. Select representative specialists (real or simulated)
  3. Structure phases around milestone releases
  4. Document decisions with rationale and trade-offs
  5. Iterate based on testing and validation

The key insight: explicit multi-perspective deliberation produces more robust designs than solo decision-making, and the documented reasoning becomes invaluable for future maintenance.


"Twelve minds, one observatory."