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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
Synod Update: Adding a Deterministic Safety Net (and Proving It Helps)

Synod Update: Adding a Deterministic Safety Net (and Proving It Helps)

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2 min read
We built an open-source model that cuts AI agent token bills by 74% — now we're giving away $630 to whoever builds the leanest thing with it

We built an open-source model that cuts AI agent token bills by 74% — now we're giving away $630 to whoever builds the leanest thing with it

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1 min read
HuggingFace Build Small Hackathon My First Health Sprint,

HuggingFace Build Small Hackathon My First Health Sprint,

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3 min read
Building Read-Along AI: Field Notes from a Small-Model Reading Tutor

Building Read-Along AI: Field Notes from a Small-Model Reading Tutor

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7 min read
What Six Arguing AI Agents Taught Me About Building One That Actually Works

What Six Arguing AI Agents Taught Me About Building One That Actually Works

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2 min read
My First Java Community Event – Java June

My First Java Community Event – Java June

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2 min read
I had Qwen build a Qwen-powered app — and sat in the reviewer's chair

I had Qwen build a Qwen-powered app — and sat in the reviewer's chair

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Comments 1
5 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
The Next DEV Weekend Challenge Launches on July 9 - 13. Mark Your Calendar!

Mystery prompt revealed at launch

The Next DEV Weekend Challenge Launches on July 9 - 13. Mark Your Calendar!

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Comments 7
2 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
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