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Mukunda Rao Katta

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

Agentic Postgres Challenge Submission
mukundakatta profile

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

#devchallenge #agenticpostgreschallenge #ai #postgres
Comments
6 min read

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Hardening a Notion MCP workflow with seven small utility MCP servers

Notion MCP Challenge Submission 🧠
mukundakatta profile

Hardening a Notion MCP workflow with seven small utility MCP servers

#devchallenge #notionchallenge #mcp #ai
Comments
5 min read
Making Gemma 4 (e2b) production-safe with five tiny libraries

Gemma 4 Challenge: Build With Gemma 4 Submission
mukundakatta profile

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

#devchallenge #gemmachallenge #gemma #opensource
Comments
5 min read
22 OSS packages in 24 hours: what each one earned its slot

Hacktoberfest: Open Source Reflections
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22 OSS packages in 24 hours: what each one earned its slot

#hacktoberfest #opensource #llm #rust
Comments
4 min read
Fully open-source RAG with pgvector + pgai + Ollama, and ragvitals watching for drift
mukundakatta profile

Fully open-source RAG with pgvector + pgai + Ollama, and ragvitals watching for drift

#devchallenge #pgaichallenge #database #ai
Comments
6 min read
Your RAG works on Claude. Does it work on Gemma 4? Drift detection across model families.
mukundakatta profile

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

#gemma #rag #llm #observability
Comments
6 min read
I shipped 14 MCP servers this week. Gemma 4 changes which ones matter.

Gemma 4 Challenge: Write about Gemma 4 Submission
mukundakatta profile

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

#gemmachallenge #llm #agents #mcp
3
Comments
6 min read
Six Reliability Primitives for LLM Agents
mukundakatta profile

Six Reliability Primitives for LLM Agents

#ai #llm #mcp #opensource
1
Comments 2
3 min read
Choosing Gemma 4 for Local AI Apps: A Builder's Field Guide

Gemma 4 Challenge: Write about Gemma 4 Submission
mukundakatta profile

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

#gemma #gemmachallenge #devchallenge #ai
3
Comments 1
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
mukundakatta profile

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

#gemma #gemmachallenge #devchallenge
3
Comments
3 min read
I Got Burned by Prompt Injection in Production. Here Are 2 Tiny npm Libs That Stopped It.
mukundakatta profile

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

#aisecurityragjavascript
Comments
2 min read
I Built 5 Tiny Libraries to Stop My AI Agents from Misbehaving in Production
mukundakatta profile

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

#ai #javascript #opensource #agents
Comments
4 min read
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