Rahul Jain | AI Forward Engineer

AI Forward Engineer. Production agents, not demos. Delhi, India

[Rahul Jain | AI Forward Engineer @RahulFeature]

Google just gave robot a brain and a body

#AIForwardEngineer #AlAgents #AgenticAI #ProductionAl #PracticalAl #Robotics #PhysicalAl #BuildingWithAl #AlArchitecture #GoogleDeepMind #Gemini #AlEngineering #MachineLearning #EdgeAl #SoftwareEngineering

https://t.co/MRcObPxdid

[Rahul Jain | AI Forward Engineer @RahulFeature]

7/7 hear → see → transcribe.
full carousel + how to run it:

https://t.co/0Yc4S6aHNU

credit: #ARTPARK, #IISc, @AgneedhB sujith p, prasanta ghosh, raghu dharmaraju

[Rahul Jain | AI Forward Engineer @RahulFeature]

1/7 ARTPARK at IISc just open-sourced speech AI for 65 Indian languages.
the buried trick isn't more transcripts.

they taught the audio encoder to see.

thread ↓

[Rahul Jain | AI Forward Engineer @RahulFeature]

6/7 try it this weekend:
1. load ARTPARK-IISc/SraVaani-1.0 on hugging face

2. run the multilingual ASR space

3. fine-tune on your own speech if you have it

how-to is in the last tweet.

[Rahul Jain | AI Forward Engineer @RahulFeature]

7/7stack: Classify → Deny → Escalate
full breakdown + how to wire it into production agents:

https://t.co/xwSKjYgAKP

what's your current gate — click-through, bypass, or classifier?

[Rahul Jain | AI Forward Engineer @RahulFeature]

1/7Anthropic is making Claude Code Auto mode the default on Aug 14.
the buried unlock isn't "fewer prompts."

it's a 3-gate stack every production agent team should copy.

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[Rahul Jain | AI Forward Engineer @RahulFeature]

6/7Gate 03 · ESCALATE
when the gate can't decide, ask a human.

3 blocks in a row — or 20 in a session — fall back to manual.

autonomy with an exit ramp. (Teams & Enterprise Auto users: ~25% more PRs, 9× longer between interrupts.)

[Rahul Jain | AI Forward Engineer @RahulFeature]

7/7path: signup → .env keys → one table → query ✓
full saveable carousel + more builder quick paths on LinkedIn → https://t.co/2WccG3A9fU

what's blocking your first table?

[Rahul Jain | AI Forward Engineer @RahulFeature]

1/7most builders stall on where to put data.
sqlite vs vps vs "real" postgres — weeks of tabs, zero connection string.

here's the 3-Step Supabase Postgres Quick Path i use (~20 min).

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[Rahul Jain | AI Forward Engineer @RahulFeature]

6/7step 3 — one table + prove it works
→ sql editor → new query → create table notes (id bigserial primary key, body text); → select * from notes; → empty rows = connected