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You started it. Now finish it. $3,000 in prizes.

The GitHub "Finish-Up-A-Thon" Challenge is here. Revive your abandoned project and show us the before and after.

I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB
Cover image for I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

I Added a 71-Line Black Box to My Python Agent, Then Queried the $200 Crash With DuckDB

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9 min read
I Rebuilt My Karaoke App So Everyone's Phone Could Be a Remote

GitHub “Finish-Up-A-Thon” Challenge Submission

I Rebuilt My Karaoke App So Everyone's Phone Could Be a Remote

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6 min read
When Is 100% Vibe Coding OK ?

When Is 100% Vibe Coding OK ?

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3 min read
peektea: brewing a terminal file browser with Bubble Tea

peektea: brewing a terminal file browser with Bubble Tea

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4 min read
Before I Would Trust an Agent's Memory, I Would Audit Its Authority

Hermes Agent Challenge Submission: Write About Hermes Agent

Before I Would Trust an Agent's Memory, I Would Audit Its Authority

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7 min read
Building in public, week 11: 143 pages indexed, a TinyPNG alternative in Rust

Building in public, week 11: 143 pages indexed, a TinyPNG alternative in Rust

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3 min read
AI doesn't fail because the model is bad. It fails because there's nothing underneath it

Audit trails and state history for agents

AI doesn't fail because the model is bad. It fails because there's nothing underneath it

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9 min read
Which AI should you choose in 2026? Claude, Perplexity, Gemini, or ChatGPT

Which AI should you choose in 2026? Claude, Perplexity, Gemini, or ChatGPT

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4 min read
25/30 Days System Design Questions!

25/30 Days System Design Questions!

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1 min read
SSH Mastery: The Complete Guide to Secure Remote Access (From Zero to Pro)

SSH Mastery: The Complete Guide to Secure Remote Access (From Zero to Pro)

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4 min read
14.8 Billion Fuzz

14.8 Billion Fuzz

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2 min read
I Spent 3 Days Scraping a Site — Then AI Did It in 10 Minutes

I Spent 3 Days Scraping a Site — Then AI Did It in 10 Minutes

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4 min read
Production-Ready Logging: An Agnostic ELK Stack Setup for Node.js (with a 512MB RAM Local Constraint)

Production-Ready Logging: An Agnostic ELK Stack Setup for Node.js (with a 512MB RAM Local Constraint)

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3 min read
I audited the world's biggest hotel platform. Here is what the AI travel agents are being trained to inherit.

I audited the world's biggest hotel platform. Here is what the AI travel agents are being trained to inherit.

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6 min read
Your AI's tests pass. That doesn't mean the code works.

Your AI's tests pass. That doesn't mean the code works.

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2 min read
some Kubernetes vulnerabilities do not have patches

some Kubernetes vulnerabilities do not have patches

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5 min read
Tossed The T.V. but Kept the Remote? Here's how to NOT generate more E-Waste.

GitHub “Finish-Up-A-Thon” Challenge Submission

Tossed The T.V. but Kept the Remote? Here's how to NOT generate more E-Waste.

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6 min read
"What Codex's 'sudo workaround' actually means for production agents"

"What Codex's 'sudo workaround' actually means for production agents"

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5 min read
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