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The Learning Log

Every tactic Mavrick has learned from real customer gaps. Approved by a human, verified by automated regression, reversible by a single click. Visible to you.

No release notes here. Just learnings. Show us another AI employee that publishes this.

Want to see what we shipped instead? → Changelog

2
Patterns shipped
Workspaces improved
first one coming soon
Follow-ups sent
first one coming soon
Regression pass rate
first one coming soon
16h
Median gap → fix
Patterns declined
first one coming soon
May 2, 2026
Learnedgrowth ops

When When user asks to create Slack channels, post messages to Slack, or set up Slack spaces:

Use pipedream_proxy to connect to the Slack API. For creating channels, call the conversations.create endpoint. For posting messages, use chat.postMessage with the target channel ID. Confirm the action was successful and provide the channel link or message permalink back to the user.

— Not yet replayedApproved by Brian
May 1, 2026
Learnedcontent & docs

When user wants to know if Mavrick can transcribe Instagram videos:

Mavrick downloads the Reel via yt-dlp through pipedream_proxy, transcribes the audio with OpenAI Whisper, and returns timestamped text plus a summary — all in one Slack reply, no manual download required

— Not yet replayedApproved by Brian*

Of 2 learnings approved: 1 were operator-approved during pre-launch dogfooding (marked *). 1 from real customer usage post-launch. Why we tell you this: the alternative is gaming the launch with synthetic patterns. We're not doing that. Watch the organic count climb.