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Add .githubification/README.md: GitHub infrastructure feasibility assessment#2

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Add .githubification/README.md: GitHub infrastructure feasibility assessment#2
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copilot/add-githubification-readme

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Copilot AI commented Feb 23, 2026

Detailed assessment of migrating NeMo Agent Toolkit's functionality to a GitHub-infrastructured application using GitHub Actions as the primary compute/orchestration layer.

Coverage

  • ✅ Fully feasible — CI/CD (already in place), scheduled evaluations, prompt optimization, docs→GitHub Pages, release/PyPI automation, security scanning, headless agent smoke tests
  • ⚠️ Partially feasible — Integration testing with 12+ service containers (needs larger runners), MCP/A2A testing (non-production), fine-tuning orchestration (API-side only), data flywheel batch processing
  • ❌ Not feasible — Production agent serving (no inbound routing, ephemeral runners), real-time observability, interactive chat UI, local/GPU model inference

Includes

  • Current architecture mapping (FastAPI, 30+ packages, LLM providers, databases, observability)
  • Proposed 3-tier architecture: fully-on-GitHub → GitHub-as-orchestrator → external infra deployed by GitHub Actions
  • GitHub runner resource constraint analysis
  • Cost estimation (~$75/mo for typical active development)
  • Phased migration plan

Conclusion: ~60–70% of operational needs map cleanly to GitHub Actions; the remainder (persistent serving, GPU, real-time monitoring) requires external compute but can be deployed/managed by GitHub Actions as the control plane.


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…sessment

Co-authored-by: japertechnology <51429990+japertechnology@users.noreply.github.com>
Copilot AI changed the title [WIP] Add README.md for GitHubification assessment Add .githubification/README.md: GitHub infrastructure feasibility assessment Feb 23, 2026
@japertechnology japertechnology marked this pull request as ready for review February 23, 2026 02:17
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