The AI Plumber

I fix broken AI pipelines for a living.
LangGraph • RAG • Agents • Voice AI
Shipping real things. No hype. No face.
🔧 What breaks, what works, what pays.

[The AI Plumber @ai_plumber_]

I'm an AI engineer. Anonymous. Building in public.

I ship:
→ LangGraph pipelines
→ RAG systems
→ Voice AI (STT → LLM → TTS)
→ Multi-agent orchestrators

What I'll post here:
what breaks in production, what actually works,
and what pays.

No hype. No face. Just receipts. 🔧

[The AI Plumber @ai_plumber_]

@sonialy0 Start with java then you will realise that python is actually easy .

[The AI Plumber @ai_plumber_]

@Taniyatweets_ For coders it's the best.
But for the Ui and graphics developers it is the worst .

[The AI Plumber @ai_plumber_]

@piyush784066 TOR

[The AI Plumber @ai_plumber_]

@ayesha_fatiima Nope but the idea behind those projects matter most.

[The AI Plumber @ai_plumber_]

@fidexcode Bye Gemini

[The AI Plumber @ai_plumber_]

@Commentaryz1ep As much as I want breath 🫁

[Elon Musk @elonmusk]

Yeah

[The AI Plumber @ai_plumber_]

@SahilExec Caching the requests ....
You can use redis cache for it .

[The AI Plumber @ai_plumber_]

@karthikponna19 Recreating the coding from scratch 😜

[The AI Plumber @ai_plumber_]

@Saanvi_dhillon TOR 💀💀

[The AI Plumber @ai_plumber_]

@kapilansh_twt Not really ...
Validating the vibe coding is hard

[The AI Plumber @ai_plumber_]

@Surendar__05 No GPU support

[The AI Plumber @ai_plumber_]

@Saanvi_dhillon Since our brains are taking the pressure

[The AI Plumber @ai_plumber_]

@SakshiSugandhi Mac is best for coding

[The AI Plumber @ai_plumber_]

@Diyaldz the bowing ones aren't even trying
to argue anymore 😭

kimi k3 just dropped though and
nobody put it in the image yet
that throne might get contested soon 👀

[The AI Plumber @ai_plumber_]

@jiya_3063 Kimi k3 🔥🔥

[The AI Plumber @ai_plumber_]

@SaraDiscovers Depends on the task in hand.

[The AI Plumber @ai_plumber_]

@TechByTaraa No system is safe 💀💀

[The AI Plumber @ai_plumber_]

@codewith55 Vercel for sure

[The AI Plumber @ai_plumber_]

@Im_IrushiK Fable 5 💀💀