Gajendra Mayaba

[Gajendra Mayaba @Gajendra_mayaba]

Hey @X

I'm looking to #connect with more people who are into:
- AI/ML
- Full stack
- DevOps
- AI agents
- Vibe coding
- Building SaaS
- CTO
- Startup

If that's you, say Hi and let's connect! If your building something let's connect and grow.

[Gajendra Mayaba @Gajendra_mayaba]

@oli_so_no Let's connect

[Gajendra Mayaba @Gajendra_mayaba]

@Vaibhav_Gareja Sure let’s connect

[Gajendra Mayaba @Gajendra_mayaba]

The test:

Read your tools/list output as if you were the model.

Can you pick the right tool, fill its parameters, predict its output and recover from errors using only the interface?

Passing tests ≠ agent-ready.

Which have you hit? 👇

#MCP #AIEngineering

[Gajendra Mayaba @Gajendra_mayaba]

Your MCP server has 100% passing tests.

So why does your AI agent still call the wrong tool?

Because it's built for correctness, not for an LLM to use.

5 MCP design mistakes that break agents in production 🧵

[Gajendra Mayaba @Gajendra_mayaba]

5/ Trusting tool inputs

AI-generated arguments are still untrusted input.

Validate schemas. Enforce authorization. Check resource ownership. Rate limit every call.

[Gajendra Mayaba @Gajendra_mayaba]

@Deishma DASHBOARD

[Gajendra Mayaba @Gajendra_mayaba]

@alifcoder Hustle

[Gajendra Mayaba @Gajendra_mayaba]

@systemdesignone Playbook

[Gajendra Mayaba @Gajendra_mayaba]

@Suryanshti777 Book

[Cricbuzz @cricbuzz]

'Ishan's unorthodox shots disrupted Pakistan's game plan'

@DineshKarthik & @ajinkyarahane88 analyse, on Cricbuzz Live

[CA GIRISH LADDA @cagirishladda]

Representation by Economic cell of BJP Rajasthan @BJP4Rajasthan for extension of Tax audit due dates
#Extend_Due_Dates_Immediately
@IncomeTaxIndia @nsitharaman @nsitharamanoffc @casansaar @caas_org @atulmodani