LET'S DEBRIEF...

• Release notes / Blogs / News

• Slack Apps / Bots

• LLM / Prompting

• Data / File / Vecto Stores

• Remote Browser

TAKEAWAYS / USE-CASES

• Spec/skills how to access/control services
• API (curl) / CLI (docker exec) access to services is needed
• Central bash script (yai.sh) is good enough
• Secrets management (env.sh) is good enough
• Agent Browser (Vercel) for browser automation (E2E)
• Orbstack is good enough for complete isolation
• Collect & analyse stack metrics/logs and autofix
• Endless feedback enhancement from conversations

TAKEAWAYS / AGENTIC

1. Plan Before Code

2. Fresh Context

3. Done = Tested

4. Rules in Repo

5. Ask Before Destroy

6. Human in the Loop

7. Right Tool, Right Job

8. No Secrets in Prompts

TAKEAWAYS / AI RULES

Time to selfie 📷

github.com/ynfra

AI DevStack

Thank you!

@xf3l1x

f3l1x.io