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#hackathon

Rapid collaborative event

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Four bugs in one paragraph: what I learned building an autonomous loop that chases people who don't answer

Four bugs in one paragraph: what I learned building an autonomous loop that chases people who don't answer

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5 min read
Your Codebase Doesn't Need AI. It Needs Context.

Your Codebase Doesn't Need AI. It Needs Context.

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9 min read
How I built an AI planning tribunal in a weekend by orchestrating AI agents

How I built an AI planning tribunal in a weekend by orchestrating AI agents

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3 min read
We made SigNoz's LLM observability actually reachable…

We made SigNoz's LLM observability actually reachable…

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8 min read
Building JONAM: Using Copernicus Earth Observation Data to Help Restore Lake Victoria's Fisheries

Building JONAM: Using Copernicus Earth Observation Data to Help Restore Lake Victoria's Fisheries

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3 min read
Building CareLoop: an autonomous clinical-triage agent where rules decide and AI explains

Building CareLoop: an autonomous clinical-triage agent where rules decide and AI explains

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4 min read
What Judges Actually Score: Notes From a Year of Hackathon Judging

What Judges Actually Score: Notes From a Year of Hackathon Judging

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5 min read
I Almost Shipped a RAG Assistant That Lied About APIs That Don't Exist

Adversarial testing reveals RAG failure modes

I Almost Shipped a RAG Assistant That Lied About APIs That Don't Exist

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8 min read
5,900 Engineers Just Registered for a Hackathon Where Using AI Is the Point. Here's How It Will Actually Be Judged.

5,900 Engineers Just Registered for a Hackathon Where Using AI Is the Point. Here's How It Will Actually Be Judged.

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5 min read
How I Built Triage: Turning SigNoz into a Blue Team SOC (And the Deployment Nightmares I Survived)

How I Built Triage: Turning SigNoz into a Blue Team SOC (And the Deployment Nightmares I Survived)

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4 min read
I Ported python-semanticversion to Rust in 72 Hours: What Broke, How I Proved Parity, and the 6-Hour Edge Case

I Ported python-semanticversion to Rust in 72 Hours: What Broke, How I Proved Parity, and the 6-Hour Edge Case

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5 min read
I Built an AI That Decides Which WhatsApp Messages Deserve Your Attention

I Built an AI That Decides Which WhatsApp Messages Deserve Your Attention

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6 min read
One agent, four channels: notes from building on Qwen Cloud

One agent, four channels: notes from building on Qwen Cloud

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5 min read
A hackathon is a compression test for how you actually work

A hackathon is a compression test for how you actually work

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2 min read
Shipping a MemoryAgent on Qwen in a weekend: build notes

Shipping a MemoryAgent on Qwen in a weekend: build notes

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3 min read
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