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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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My coding agent kept searching the same repo again and again, so I gave it a memory

My coding agent kept searching the same repo again and again, so I gave it a memory

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6 min read
RAG Context Compression: Headroom Cuts Retrieval Token Costs by 57% Without Accuracy Loss

RAG Context Compression: Headroom Cuts Retrieval Token Costs by 57% Without Accuracy Loss

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4 min read
I built the world's fastest AI gateway in Rust

I built the world's fastest AI gateway in Rust

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9 min read
J'ai transformé l'apprentissage du SQL en un RPG dans le Terminal (avec Procédures Stockées & Triggers) ⚔️ terminal-sql

J'ai transformé l'apprentissage du SQL en un RPG dans le Terminal (avec Procédures Stockées & Triggers) ⚔️ terminal-sql

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3 min read
LedgerPrep Lite: Turn Receipt Chaos into Bookkeeping-Ready Records with Local AI

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

LedgerPrep Lite: Turn Receipt Chaos into Bookkeeping-Ready Records with Local AI

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2 min read
##I Built SetuBrain: An AI Company Brain That Knows When NOT to Answer

##I Built SetuBrain: An AI Company Brain That Knows When NOT to Answer

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3 min read
StockMate AI: Privacy-First Natural Language Inventory Assistant

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

StockMate AI: Privacy-First Natural Language Inventory Assistant

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5 min read
Inkline — notes to diagrams, with Gemma, on your machine

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

Inkline — notes to diagrams, with Gemma, on your machine

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8 min read
MgntUtils Stacktrace Filtering in Real-World Use: The Soffa Project

MgntUtils Stacktrace Filtering in Real-World Use: The Soffa Project

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4 min read
Reflection's Beam is open: 23B active, but you still have to fit 501B

Reflection's Beam is open: 23B active, but you still have to fit 501B

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3 min read
The Stars were charged and on_paid never ran: where Telegram Stars payments get lost in aiogram

The Stars were charged and on_paid never ran: where Telegram Stars payments get lost in aiogram

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18 min read
Building a CAD Agent: MCP, Tools, or Let AI Write Code?

Building a CAD Agent: MCP, Tools, or Let AI Write Code?

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8 min read
How We Built an Ultra-Lightweight Desktop AI Assistant (<35MB RAM) with Zero-DB RAG and Zero Bloat

How We Built an Ultra-Lightweight Desktop AI Assistant (<35MB RAM) with Zero-DB RAG and Zero Bloat

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3 min read
Why Vector RAG Fails AI Agents: Building an Autonomous SRE Swarm with FalkorDB

Why Vector RAG Fails AI Agents: Building an Autonomous SRE Swarm with FalkorDB

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3 min read
Pedigree for Graph Hacks

Pedigree for Graph Hacks

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4 min read
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