Date: 2026-05-17

Trigger: After posting the Thinking Machines / Mira Murati TML-Interaction-Small post on both LinkedIn and X.


LinkedIn — 11 comments ✓

Engagement done in the prior session. Targeted AI builders, voice AI commentators, and founders responding to posts about AI agents, model releases, and automation stacks. All 11 comments left with @Rahil Jain tag.

Status: Complete


X / Twitter — 9 replies ✓ (1 blocked by platform outage)

Target: 10 replies. Got 9 confirmed before X search went down platform-wide ("Something went wrong. Try reloading" across all tabs).

Replies confirmed

# Handle Comment type Notes
1 @shubh19 Question Asked about automation stack
2 @Elmo1337420 Hook + validation Tied to own build-in-public narrative
3 @sachinweb3 Opinion On-chain + AI intersection
4 @aashrungautam Appreciation Solopreneur stack specifics
5 @initmario Question AI product builder angle
6 @ceciliavlso Opinion Agent orchestration layer
7 @RhinoDTopDog Question Curiosity about AI tools in use
8 @itsalicesoul Hook + question "No-code agent deployment is the missing layer. What's your approach to handling context/memory across sessions?... @rahilnjain"
9 @nnekasarahm Appreciation + hook "Building in public while building AI agents is such a specific combo... @rahilnjain"

Status: 9/10 complete. Platform outage blocked the 10th.


What worked

What to avoid next run