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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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Why Vector Search Fails at Cloud Security: Building BreachPath with FalkorDB and Autonomous Agents

Why Vector Search Fails at Cloud Security: Building BreachPath with FalkorDB and Autonomous Agents

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3 min read
A Company Brain that cites its sources or refuses: DecisionGraph on FalkorDB

A Company Brain that cites its sources or refuses: DecisionGraph on FalkorDB

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6 min read
FollowUp Local: a Gemma model on your laptop that tells you why the customer went quiet

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

FollowUp Local: a Gemma model on your laptop that tells you why the customer went quiet

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5 min read
Our validator checked files, not frames — the first external user taught us the difference

Our validator checked files, not frames — the first external user taught us the difference

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2 min read
DeepSeek V4.1 Flash Is a "Minor Update" That Should Worry Every Closed-Model Vendor

DeepSeek V4.1 Flash Is a "Minor Update" That Should Worry Every Closed-Model Vendor

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3 min read
Listing Lab: private local-AI copy for independent sellers

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

Listing Lab: private local-AI copy for independent sellers

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3 min read
"VaultLedger: an offline invoice and bank statement auditor built on Ollama"

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

"VaultLedger: an offline invoice and bank statement auditor built on Ollama"

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4 min read
Name the Project Before the Conversation Drifts

Name the Project Before the Conversation Drifts

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3 min read
ShipNotes: release notes from your git log, written by a 1B model on one CPU core

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

ShipNotes: release notes from your git log, written by a 1B model on one CPU core

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9 min read
Your Coding-Agent Benchmark Needs a Run Manifest, Not Another Leaderboard Row

Your Coding-Agent Benchmark Needs a Run Manifest, Not Another Leaderboard Row

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6 min read
Interrupted Runs Belong in the Denominator

Interrupted Runs Belong in the Denominator

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5 min read
I Built NextProof Because Resume Match Scores Weren't Enough.

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle Submission đź’¸

I Built NextProof Because Resume Match Scores Weren't Enough.

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8 min read
Nintendo 3DS in a Browser: Two Days of AI-Assisted Porting, Then the Hard Parts

Nintendo 3DS in a Browser: Two Days of AI-Assisted Porting, Then the Hard Parts

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5 min read
Review Fatigue, Not Model Quality, Is Your Agent-PR Bottleneck

Review Fatigue, Not Model Quality, Is Your Agent-PR Bottleneck

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6 min read
What I Learned Shipping a Local-First AI Cost Management App for Windows

What I Learned Shipping a Local-First AI Cost Management App for Windows

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2 min read
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