Optimizing Costs and Performance in GitHub Actions

"Cortex podcast is God tier"

"Claude Code is the best devtool this year"
"gotta structure your codebase for AI"

Stuff we talked about:

Cortex podcast - https://www.relay.fm/cortex

Claude Code in Github - https://github.com/anthropics/claude-code-action

Shippie - https://github.com/mattzcarey/shippie

Amp - https://sourcegraph.com/amp
Claude Code Github action system prompt - https://gist.github.com/mattzcarey/dd52a8e1df710c98b44072de46dcc09a

cursor-rules-to-claude - https://github.com/StackOneHQ/cursor-rules-to-claude

Gitlip - https://www.gitlip.com/

Durable Object file system (DOFS) - https://www.npmjs.com/package/dofs

Muppet (MCP) - https://www.muppet.dev/docs

Supermemory MCP blog - https://supermemory.ai/blog/the-ux-and-technicalities-of-awesome-mcps/

Zapier Agents - https://zapier.com/agents

SPARQL - https://www.ontotext.com/knowledgehub/fundamentals/what-is-sparql/

Vibe-rules - https://www.npmjs.com/package/vibe-rules

Simple Poll - https://simplepoll.rocks/
Kolo - https://kolo.app/

TLDR:

• Matt watched Yellowstone late at night and got hyped.
• Meta's acquisition of Scale raises questions about data distribution.
• Acquisitions in tech often lead to speculation and drama.
• Cortex podcast is highly recommended for productivity insights.
• Networking events can introduce you to new circles of people.
• Shippie has introduced new features like subagents.
• Subagents allow for parallel processing in coding tasks.
• Claude Code integration with GitHub simplifies development workflows.
• Documentation should include key concepts for better understanding.
• A product for coding agents should focus on code structure and tooling.