flowchart TD
A[create-feature-plan] --> B[plan.md + agents/*.agent.md created]
B --> C[copy agent file to Claude]
C --> D[agent implements]
D --> E[PR merged]
E --> F["just work auto-detect plan, assess status, suggest next task"]
F --> G{cleanup needed?}
G -->|yes| H["just heal (auto-fix completed agents)"]
paulbreuler
/ tdd-workflow.md
Created
January 20, 2026 18:03
paulbreuler
/ smart-orchestration-commands.md
Created
January 20, 2026 17:47
| Command | Purpose |
|---|---|
work |
Auto-detect plan from last PR, assess agent status, suggest next task |
heal |
Auto-move completed agents to completed/, detect stuck agents |
run-agent --auto |
Run next agent in auto-detected plan |
assess-agents |
Check completion status across all agents |
paulbreuler
/ tdd-architecture.md
Created
January 20, 2026 17:46
| Phase | Verbosity | Purpose |
|---|---|---|
Planning (plan.md) |
Verbose | Figure things out, iterate, full specs |
Execution (*.agent.md) |
Minimal | Distilled context for agent, ~200-400 lines |
paulbreuler
/ ai-api-gap.md
Last active
January 20, 2026 17:44
| Reality | Number |
|---|---|
| Developers using AI daily | 89% |
| Design APIs for AI agents | 24% |
| Still design only for humans | 60% |
paulbreuler
/ runi-metrics.md
Created
January 20, 2026 17:42
| Metric | Count |
|---|---|
| Pull Requests Merged | 14 |
| Commits | 100+ |
| Lines Changed | 30,000+ |
| Files Changed | 200+ |
| Copilot Review Comments | 200+ |
paulbreuler
/ How-runi-addresses-the-gaps.md
Created
January 15, 2026 17:35
| Gap | Postman Finding | runi Solution |
|---|---|---|
| Contract testing | Only 17% do it | Continuous drift detection against bound specs |
| Semantic versioning | Only 26% use it | Temporal awareness with version history & diffs |
| AI agent security | 51% cite it as #1 concern | AI verification validates LLM output before execution |
| Documentation scatter | 55% struggle with inconsistency | Single source of truth in Git-friendly YAML |
| API discovery | 34% can't find existing APIs | Semantic links map cross-API relationships |
paulbreuler
/ AI-Agent-Security-Concerns.md
Created
January 15, 2026 17:33
| Security Concern | % of Developers |
|---|---|
| Unauthorized/excessive API calls from AI agents | 51% |
| AI systems accessing sensitive data | 49% |
| AI systems leaking API credentials | 46% |
paulbreuler
/ Testing-Maturity-Gap.md
Created
January 15, 2026 17:32
| Testing Type | Adoption |
|---|---|
| Functional testing | 67% |
| Integration testing | 67% |
| Performance testing | 57% |
| Contract testing | 17% |
paulbreuler
/ MCP-Adoption-Status.md
Created
January 15, 2026 17:30
| MCP Status | % of Developers |
|---|---|
| Use MCP regularly | 10% |
| Plan to explore it | 24% |
| Used occasionally for experiments | 19% |
| Evaluated but chose not to implement | 7% |
| Not familiar with MCP | 31% |
paulbreuler
/ mcp-hallucination-rate.md
Created
January 15, 2026 17:27
| Model | Hallucination Rate | Release |
|---|---|---|
| o3-mini | 14.8% | 2025 |
| o1 | 16% | 2024 |
| o3 | 33% | 2025 |
| o4-mini | 48% | 2025 |
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