🐍 Python Debug | choose a tier
Goal: fix the real cause and prove it’s fixed. Upgrade only when scope expands.
Basic Debug | Fix one error in one script
CA$57.85 • 1 revision
Best for clean, reproducible errors in a single Python file.
- Fix 1 primary issue in 1 file
- Targeted patch (minimal side effects)
- WSL Ubuntu run steps + short change summary
Standard Debug | Fix + Clean + Verify
CA$115.70 • 2 revisions
Best for issues spanning a small set of files and needing verification.
- Up to ~5 files touched
- Clean patch (small safety refactors only)
- Verification: pytest proof if present, otherwise reproducible run proof
Premium Debug | Fix + Verify + Improve
CA$202.47 • 3 revisions
Best for tougher repos where proof matters and you want one meaningful improvement.
- Complex debugging across repo modules
- Strong verification (tests if present / documented checks)
- Pick ONE improvement: stability OR maintainability OR small speed win
🧠 AI Build | choose a tier
Goal: build a reliable workflow or mini-system with measurable output.
Basic AI Build | MVP workflow + benchmark
CA$543 • 1 revision
One end-to-end workflow MVP with a single benchmark JSON and full run steps.
- workflow.py MVP (core functionality first)
- benchmark_results.json (runtime + success/failure + basic stats)
- README with WSL Ubuntu setup + run commands
Standard AI Build | Mini-system + evaluation
CA$1,479 • 2 revisions
Modular mini-system + evaluation harness across multiple scenarios, with JSON benchmark results and tests.
- Package/multi-module layout + clean boundaries
- evaluate.py multi-scenario runner → benchmark_results.json
- Targeted pytest tests + README run steps
Premium AI Build | Full build + performance pass
CA$2,999 • 3 revisions
Profiling + targeted optimization with before/after proof (benchmark pack + profiles + PERFORMANCE.md).
- Baseline → profile → optimize top hotspots → re-benchmark
- benchmark_results_baseline.json + optimized + comparison JSON
- Profiling artifacts + PERFORMANCE.md (tradeoffs + next wins)