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Building an AI Agent That Knows When Not to Guess (Qwen + MCP)

Uncertainty as a first-class output

Building an AI Agent That Knows When Not to Guess (Qwen + MCP)

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3 min read
How I Built an AI Invoice Generator with Groq, AWS DynamoDB, and Vercel v0

How I Built an AI Invoice Generator with Groq, AWS DynamoDB, and Vercel v0

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2 min read
Synod: Teaching AI Agents to Actually Collaborate, Not Just Coexist

Synod: Teaching AI Agents to Actually Collaborate, Not Just Coexist

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4 min read
IncidentOS AI — We Built a Self-Learning SRE Brain at HackBaroda 2026

IncidentOS AI — We Built a Self-Learning SRE Brain at HackBaroda 2026

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6 min read
From POC to Patch: Analyzing the Contest Gallery 28.1.4 Vulnerability

From POC to Patch: Analyzing the Contest Gallery 28.1.4 Vulnerability

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3 min read
How I built multi-tenant Row Level Security with Aurora PostgreSQL for a B2B SaaS

How I built multi-tenant Row Level Security with Aurora PostgreSQL for a B2B SaaS

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3 min read
What if AI agents predicted the World Cup? We're running a competition to find out.

What if AI agents predicted the World Cup? We're running a competition to find out.

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1 min read
I interrogated my AI to prove it forgot.

I interrogated my AI to prove it forgot.

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5 min read
Escaping the Algorithm: How We Gave AI a Memory and Built a Second Brain for Instagram Reels

Escaping the Algorithm: How We Gave AI a Memory and Built a Second Brain for Instagram Reels

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3 min read
I built a release intelligence agent in 4 days with Coral, Groq, and Claude Code. Here's the exact route

I built a release intelligence agent in 4 days with Coral, Groq, and Claude Code. Here's the exact route

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8 min read
Charting New Waters: Building a Custom Coral Source Spec for Internal Enterprise APIs

Charting New Waters: Building a Custom Coral Source Spec for Internal Enterprise APIs

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6 min read
How I Built RepoSense: A GitHub Intelligence CLI With Coral SQL

How I Built RepoSense: A GitHub Intelligence CLI With Coral SQL

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10 min read
My First Global Hackathon: What I Learned Building Moonsu Link

My First Global Hackathon: What I Learned Building Moonsu Link

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2 min read
Port Mortem 2026 - Hackathon

Port Mortem 2026 - Hackathon

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4 min read
My Journey Through Hackathons (~₹4L)

My Journey Through Hackathons (~₹4L)

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4 min read
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