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Mukunda Rao Katta

AI/ML Engineer building open-source tools for reliable AI agents.

Joined Joined on  github website
Desktop Agents Are The Next Big Trust Problem

Desktop Agents Are The Next Big Trust Problem

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3 min read

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Your API Docs Are For Agents Now

Your API Docs Are For Agents Now

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3 min read
The Hidden Cost of Coding Agents Is Review Fatigue

The Hidden Cost of Coding Agents Is Review Fatigue

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3 min read
Agentic Browsers Are Becoming Their Own Developer Platform

Agentic Browsers Are Becoming Their Own Developer Platform

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3 min read
MCP Is Everywhere Now. The Next Problem Is Governance.

MCP Is Everywhere Now. The Next Problem Is Governance.

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3 min read
10 Agentic AI Trends Developers Should Watch in 2026

10 Agentic AI Trends Developers Should Watch in 2026

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6 min read
Why I refused to build a Dreaming clone for OSS Claude

Why I refused to build a Dreaming clone for OSS Claude

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5 min read
Agents that monitor themselves: a self-auditing RAG on Tiger's Agentic Postgres

Agentic Postgres Challenge Submission

Agents that monitor themselves: a self-auditing RAG on Tiger's Agentic Postgres

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6 min read
Hardening a Notion MCP workflow with seven small utility MCP servers

Notion MCP Challenge Submission 🧠

Hardening a Notion MCP workflow with seven small utility MCP servers

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5 min read
Making Gemma 4 (e2b) production-safe with five tiny libraries

Gemma 4 Challenge: Build With Gemma 4 Submission

Making Gemma 4 (e2b) production-safe with five tiny libraries

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5 min read
22 OSS packages in 24 hours: what each one earned its slot

Hacktoberfest: Open Source Reflections

22 OSS packages in 24 hours: what each one earned its slot

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4 min read
Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.

Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.

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6 min read
I shipped 14 MCP servers this week. Gemma 4 changes which ones matter.

Gemma 4 Challenge: Write about Gemma 4 Submission

I shipped 14 MCP servers this week. Gemma 4 changes which ones matter.

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6 min read
Six Reliability Primitives for LLM Agents

Six Reliability Primitives for LLM Agents

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3 min read
Choosing Gemma 4 for Local AI Apps: A Builder's Field Guide

Gemma 4 Challenge: Write about Gemma 4 Submission

Choosing Gemma 4 for Local AI Apps: A Builder's Field Guide

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4 min read
I Built BriefBench: A Gemma 4 Tool That Turns Messy Notes Into Model Decisions

Gemma 4 Challenge: Build With Gemma 4 Submission

I Built BriefBench: A Gemma 4 Tool That Turns Messy Notes Into Model Decisions

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3 min read
I Got Burned by Prompt Injection in Production. Here Are 2 Tiny npm Libs That Stopped It.

I Got Burned by Prompt Injection in Production. Here Are 2 Tiny npm Libs That Stopped It.

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2 min read
I Built 5 Tiny Libraries to Stop My AI Agents from Misbehaving in Production

I Built 5 Tiny Libraries to Stop My AI Agents from Misbehaving in Production

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4 min read
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