Test automation engineer at Arista Networks. Post-silicon validation, hardware ops, and agentic test automation. Open source: awesome-pcb-workflow 9★ · MCP Go SDK merged · Amika in flight
- awesome-pcb-workflow
- Curated PCB design automation stack: AI-assisted EDA, DFM, fab CI/CD, hardware testing agents. KiCad and OrCAD compatible.
- awesome-dvt-automation
- Post-silicon validation tool landscape: 81 tools across 12 pipeline stages.
- Model Context Protocol
- MCP Servers
- feat(fetch): add tool annotations for fetch tool (#4428)
- MCP Python SDK
- fix(auth): strip trailing slashes from OAuth metadata URLs (#3013)
- MCP Inspector
- fix(ci): link e2e PR summary to Playwright artifact download (#1259) (#1539)
- MCP Specification
- docs: simplify Mcp-Param client note for missing inputSchema (#2983)
- MCP Registry
- fix(handlers): return 499 on client cancel for get-server endpoints (#1401)
- MCP Go SDK
- fix(jsonrpc2): decode requests when method key is present (#999)
- fix(jsonrpc2): decode requests when method key is present (#1000 merged)
- mcp: add StreamableHTTPHandler.Close for graceful shutdown (#1001)
- mcp: add ListResourcesHandler for dynamic resources/list (#1002)
- mcp: deprecate roots, sampling, and logging (SEP-2577) (#1013)
- mcp: add StreamableHTTPHandler.Close for graceful shutdown (#1029)
- mcp: add ListResourcesHandler for dynamic resources/list (#1030)
- MCP Servers
- Goose (AAIF)
- agentsmd
- mcp-use
- agentgateway
- gofixpoint
Technical posts on hardware test automation, MCP, and agentic engineering: www.piyushbag.com/blog
Last updated: 2026-06-30


