Mohit Goyal (Harness arc)

20 • ML Researcher @raapidinc • Dev Ambassador @MiniMax_AI • Building Production Agentic AI at C3alabs • 15x Hack Winner 🏆

[Mohit Goyal (Harness arc) @ByteMohit]

shipped AgentForge v1 today 🚀

been obsessed with one question lately . what actually lives under Claude Code / Codex style agents?

so i built the whole harness myself, from scratch, in raw Python 🐍

here's what's inside 👇

→ agent loop
→ tool calling
→ MCP support
→ skills system
→ human approvals
→ context compaction
→ session persistence
→ checkpoints
→ terminal UI
not another AI wrapper.

the whole point is to expose the harness layer the part that makes agents inspectable, debuggable, and actually safe to run in prod 🔬

most people use these systems. almost nobody knows how they're wired.

AgentForge is the learning lab for that.

install it rn 👇

pip install agentforge-harness
agentforge init
agentforge

repo → https://t.co/6G3eEce7Gj
full architecture breakdown + lessons from building it dropping soon on the blog 📝

follow @ByteMohit so you don't miss it 👀

[Mohit Goyal (Harness arc) @ByteMohit]

@Shubham50768110 my agent sending 100 daily.

[Mohit Goyal (Harness arc) @ByteMohit]

@areyswyam @diyasversion @PsudoKit @__Frostbytee__ @Maaztwts @jayati_ahuja_ @Sudhansu_24 @OshiSharma1222 @hardik2004s nice

[Mohit Goyal (Harness arc) @ByteMohit]

@777BHAVYA @cneuralnetwork True.

[Mohit Goyal (Harness arc) @ByteMohit]

@777BHAVYA @cneuralnetwork reach toh mili jati h

[Mohit Goyal (Harness arc) @ByteMohit]

@yugb_twt @striver_79 @takeUforward_ i did the whole AtoZ Sheet

[Mohit Goyal (Harness arc) @ByteMohit]

i need to get back in the game.

my sem 2 Senses got numb 😭😭

any tips..

[Mohit Goyal (Harness arc) @ByteMohit]

@yugb_twt @striver_79 @takeUforward_ yes

[Mohit Goyal (Harness arc) @ByteMohit]

@striver_79 @takeUforward_ once a strength now major weakness..

[Mohit Goyal (Harness arc) @ByteMohit]

@PsudoKit @__Frostbytee__ @Maaztwts @jayati_ahuja_ @Sudhansu_24 @areyswyam @OshiSharma1222 @diyasversion @hardik2004s Expected from IIT Seelampur

[Pulkit Saraf @PsudoKit]

Worst management by ipu college

They kept our bag outside
In normal exams they get dirty in all the dirt

And today it rain you can guess it right the bags were in rain got wet
They had our phones earphones and other electronics

My phone is still working but there were two guys whose display was not showing up

This should not continue
Get better management

[Mohit Goyal (Harness arc) @ByteMohit]

Amazon Summer School is back. Go and Register 👇

One of the best opportunity.

https://t.co/qSREffl25p

[Mohit Goyal (Harness arc) @ByteMohit]

@Maaztwts @areyswyam okie. 30x 's story.

[Mohit Goyal (Harness arc) @ByteMohit]

@Maaztwts @areyswyam storychain's story need to be wrtie by us.

[Mohit Goyal (Harness arc) @ByteMohit]

Portfolio V2.2 Dropping soon 👀

[Mohit Goyal (Harness arc) @ByteMohit]

shipped AgentForge v1 today 🚀

been obsessed with one question lately . what actually lives under Claude Code / Codex style agents?

so i built the whole harness myself, from scratch, in raw Python 🐍

here's what's inside 👇

→ agent loop
→ tool calling
→ MCP support
→ skills system
→ human approvals
→ context compaction
→ session persistence
→ checkpoints
→ terminal UI
not another AI wrapper.

the whole point is to expose the harness layer the part that makes agents inspectable, debuggable, and actually safe to run in prod 🔬

most people use these systems. almost nobody knows how they're wired.

AgentForge is the learning lab for that.

install it rn 👇

pip install agentforge-harness
agentforge init
agentforge

repo → https://t.co/6G3eEce7Gj
full architecture breakdown + lessons from building it dropping soon on the blog 📝

follow @ByteMohit so you don't miss it 👀

[Mohit Goyal (Harness arc) @ByteMohit]

@NeurlAP check dm

[Mohit Goyal (Harness arc) @ByteMohit]

@SarvamForDevs @SarvamAI @Paytm waiting for delhi

[Mohit Goyal (Harness arc) @ByteMohit]

@adxtyahq true. but at scale latency matters

[Mohit Goyal (Harness arc) @ByteMohit]

also checkout: https://t.co/mgO957ocMR

[Mohit Goyal (Harness arc) @ByteMohit]

If you're serious about becoming a Senior Backend Engineer in 2026, master this progression:

Level 1: Postman / Bruno
Test APIs properly before your users become your QA team. Contracts matter from day one.

Level 2: Redis
Speed is easy. Cache invalidation is the real challenge. Learn to weigh trade-offs over cleverness.

Level 3: PostgreSQL
Data modeling, indexing, transactions the foundation of real backend thinking. Schema design is system design.

Level 4: Kafka
Async systems are powerful, but retries, ordering, and idempotency separate juniors from seniors. Failure is a feature you design for.

Level 5: Docker
"Works on my machine" should have ended in your junior years. Consistency beats convenience every time.

Level 6: OpenTelemetry
Trace requests across services and distributed systems finally make sense end-to-end. Observability isn't optional it's essential.

Level 7: Grafana
Dashboards that show latency, errors, and throughput not just pretty graphs. If you can't measure it, you can't improve it.

Level 8: Prometheus
Metrics that force you to think in SLOs and system health, not just features. Reliability outpaces feature velocity in the long run.

Level 9: k6
Load test your "scalable" backend. Watch it break. Then fix it. Scale is a verb, not an adjective.

Level 10: Terraform
Senior engineers don't just write code. They own the infrastructure it runs on. Infrastructure is code. Ownership is culture.

The pattern:
• Foundation: Postman/Bruno, PostgreSQL, Redis
• Resilience: Kafka, Docker, k6
• Observability: OpenTelemetry, Grafana, Prometheus
• Ownership: Terraform

Master one layer before rushing the next.

(save it)