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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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MCP Explained in 5 Layers: How I Connected 10.16M Records to AI (and Why It's a Blue Ocean)
japanopendatalab profile

MCP Explained in 5 Layers: How I Connected 10.16M Records to AI (and Why It's a Blue Ocean)

#mcp #claude #ai #opensource
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Comments 4
4 min read
grunt-proxy: a local proxy that trims your coding agent's prompts (and shows what it saved)
bayuh85 profile

grunt-proxy: a local proxy that trims your coding agent's prompts (and shows what it saved)

#ai #productivity #opensource #typescript
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6 min read
Default-Deny Egress Before Your Agent Meets a Free Model Endpoint
jaryn_123 profile

Default-Deny Egress Before Your Agent Meets a Free Model Endpoint

#security #ai #selfhosted #opensource
Comments 1
7 min read
Lease Lens: a local Gemma 4 reads the lease, plain code does the math

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

Lease Lens: a local Gemma 4 reads the lease, plain code does the math

#devchallenge #hf26challenge #ai #opensource
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4 min read
Your Staging Box Is Too Precious to Trust
airs_6907 profile

Your Staging Box Is Too Precious to Trust

#devops #ai #testing #opensource
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4 min read
Why I Built VaultDocs AI: Local-First Contract Risk Screening with Open Models

Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle đź’¸
riyadhami13 profile

Why I Built VaultDocs AI: Local-First Contract Risk Screening with Open Models

#devchallenge #hf26challenge #ai #opensource
1
Comments
3 min read
Run Claude Code and Codex side by side with pitwall
quanticstudios profile

Run Claude Code and Codex side by side with pitwall

#opensource #tutorial
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3 min read
VIDRAFT's VKORE Enables Full Model Pre-Training on Inference-Only NPUs — 0.99 Loss Correlation with GPU Baselines
ai_openfree_b23025ef075cf profile

VIDRAFT's VKORE Enables Full Model Pre-Training on Inference-Only NPUs — 0.99 Loss Correlation with GPU Baselines

#ai #machinelearning #opensource #llm
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4 min read
Write a commit message for what you staged, not everything you edited
herebuggedout profile

Write a commit message for what you staged, not everything you edited

#git #opensource #contributorswanted #tutorial
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2 min read
Putting a Governor on Agent Loops: Cycle Detection, PII Masking, and Secret Brokering in AURA 0.3.6
rosspeili profile

Putting a Governor on Agent Loops: Cycle Detection, PII Masking, and Secret Brokering in AURA 0.3.6

#ai #python #machinelearning #opensource
9
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6 min read
RemitMatch: The AI Bookkeeper That Never Sees Your Cloud

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

RemitMatch: The AI Bookkeeper That Never Sees Your Cloud

#devchallenge #hf26challenge #opensource #ai
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5 min read
Darwin-27B-ZTC-v5 Tops the Typed Decisions Leaderboard with a 0.81 Accuracy Score
ai_openfree_b23025ef075cf profile

Darwin-27B-ZTC-v5 Tops the Typed Decisions Leaderboard with a 0.81 Accuracy Score

#ai #machinelearning #opensource #llm
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4 min read
Free Tokens Are a Claim. Publish a Claim-to-Test Ledger Before You Standardize
bestbee profile

Free Tokens Are a Claim. Publish a Claim-to-Test Ledger Before You Standardize

#ai #opensource #devops #productivity
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8 min read
A Policy Kernel, Not a Prompt
humbertovillanueva profile

A Policy Kernel, Not a Prompt

#ai #opensource #security #softwareengineering
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Comments 2
4 min read
Jejak: a field dex where every bird you spot becomes a card you can trade

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

Jejak: a field dex where every bird you spot becomes a card you can trade

#devchallenge #hf26challenge #sveltekit #opensource
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6 min read
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