GitHub MCP Server turns AI into repo ops

Timeline

1. Jul 15, 2026Databricks lets you query foundation models

   A practical breakdown of Databricks foundation-model querying, with the auth, SDKs, and a copy-ready request template.

2. Jul 15, 2026GitHub Copilot SDK lets apps run agents

   I broke down GitHub Copilot SDK’s BYOK path, tool control, and multi-language setup into a copyable integration template.

3. Jul 4, 2026AI Data Operations vs MLOps: what each owns

   AI Data Operations handles the data pipeline; MLOps handles model training and deployment. The split matters when production AI starts failing.

4. Jul 1, 2026Databricks adds AI Gateway inference tables for served models

   Databricks now logs model-serving requests and responses to Unity Catalog Delta tables for monitoring, debugging, and agent tracing.

5. Jun 29, 2026HappyHorse 1.1 turns video API chaos into a workflow

   I break down Alibaba Cloud’s HappyHorse 1.1 and give you a copy-ready way to wire enterprise AI video into a real workflow.

6. Jun 28, 2026Databricks should keep external model serving endpoints tightly gover…

   Databricks external model serving endpoints need centralized governance, not loose self-service.

7. Jun 27, 2026MLOps Roadmap 2026 Turns Learning Into Delivery

   A practical MLOps roadmap you can copy to go from basics to production-ready workflows in 2026.

8. Jun 25, 2026Prompt versioning belongs in production, not in docs

   Prompt versioning is production infrastructure, not a documentation habit.

9. Jun 24, 2026Databricks model serving maps models to regions

   I break down Databricks’ supported foundation models into a practical region-and-endpoint cheat sheet you can copy.

10. Jun 24, 2026Dometrain’s system design course turns theory into ops

    I break down Dometrain’s advanced system design course into a copyable template for distributed systems, rollout safety, and multi-tenant ops.

11. Jun 21, 2026Databricks endpoints that stop guessing

    A practical breakdown of Databricks model serving setup, permissions, and endpoint config with a copy-ready template.

12. Jun 17, 2026Zvec turns local vector search into a library

    I break down Zvec’s in-process vector DB design and give you a copy-ready template for local hybrid search.

13. Jun 3, 2026Databricks Model Serving turns LLM deploys simpler

    I break down Databricks Model Serving and give you a copy-ready deployment template for LLM endpoints.

14. May 23, 2026GitHub MCP Server turns AI into repo ops seed

    I break down GitHub’s MCP Server and give you a copy-ready config for wiring AI tools into repos, issues, PRs, and workflows.