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Weekly development log 2026-W29: Model roles, Discord, routing, and measured learning

Model assignment became explicit while the product gained new gateways and stronger chat behavior. Discord integration, provider roles, execution planning, routing measurements, and self-learning evaluation were advanced with visible trade-offs.

  • Weekly log
  • Vibe coding
  • Self-hosted AI
  • 2026-W29
OpenMake interface archive from 2026-07-02
An actual OpenMake interface archived on 2026-07-02, the nearest verified product screen available for this week.

SHIPPED / EVIDENCE

This week in OpenMake

Model assignment became explicit while the product gained new gateways and stronger chat behavior. Discord integration, provider roles, execution planning, routing measurements, and self-learning evaluation were advanced with visible trade-offs.

Period
2026-07-13 – 2026-07-19
Git commits
82
Evidence
Sessions + Git

01

What changed

Model assignment became explicit while the product gained new gateways and stronger chat behavior. Discord integration, provider roles, execution planning, routing measurements, and self-learning evaluation were advanced with visible trade-offs.

  • Developed role-based model assignment.
  • Added Discord and provider integrations.
  • Measured routing and self-learning behavior before wider rollout.

02

How this week was reconstructed

Both relevant Claude Code sessions and Git history were recovered for this period. Large delegated families were grouped only when their parent lineage was explicit.

We audited the available Claude Code main sessions, their proven child lineages, and the repository history. Session notes explain intent and investigation; Git remains the authority for code that actually landed.

03

Team identity and project roles

OpenMake Team is the community identity; openmake_llm is the software project; OpenMake is the product name. Non-developer maker riskpw leads openmake_llm through vibe coding, and professional developer rocky supports its development.

Source evidence

Evidence

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