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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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Introducing Ayeixa FuelLite: Free-Tier Token Arbitrage & Dynamic Failover Router

Introducing Ayeixa FuelLite: Free-Tier Token Arbitrage & Dynamic Failover Router

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2 min read
I measured what 14 MCP servers cost a context window. Claude counts them 64% higher than tiktoken

I measured what 14 MCP servers cost a context window. Claude counts them 64% higher than tiktoken

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8 min read
7 MCP Tool-Schema Mistakes That Make AI Agents Less Reliable

7 MCP Tool-Schema Mistakes That Make AI Agents Less Reliable

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3 min read
Building your own Git remote in under an hour

Building your own Git remote in under an hour

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1 min read
My idempotency library had one job. A dropped connection made it run the payment twice.

My idempotency library had one job. A dropped connection made it run the payment twice.

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8 min read
We built a benchmark, then caught it strangling the models it was grading

We built a benchmark, then caught it strangling the models it was grading

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4 min read
Introducing Ayeixa MCP Guardian: Capability Fencing & Parameter Sanitization for MCP

Introducing Ayeixa MCP Guardian: Capability Fencing & Parameter Sanitization for MCP

Comments 1
2 min read
Why I Built Unlockt: A Local-First Instagram Saved Archiver, Canvas Collage Studio & 9:16 Video Vault

Why I Built Unlockt: A Local-First Instagram Saved Archiver, Canvas Collage Studio & 9:16 Video Vault

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2 min read
Can We Automate the Work of a Software Engineer? The Story Behind HEALER

Can We Automate the Work of a Software Engineer? The Story Behind HEALER

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9 min read
I built two small Claude Code plugins this week - here's what I learned about hooks

I built two small Claude Code plugins this week - here's what I learned about hooks

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2 min read
Splyntra: Open-Source Observability and Security for AI Agents

Splyntra: Open-Source Observability and Security for AI Agents

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6 min read
Shadow Traffic Is the Only Honest Free Model Evaluation

Shadow Traffic Is the Only Honest Free Model Evaluation

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5 min read
Stripe Just Bought the AI Toll Booth. The Open Stack Already Has an Exit.

Stripe Just Bought the AI Toll Booth. The Open Stack Already Has an Exit.

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6 min read
I built a system to catch unreliable AI agents. In my own evaluation, it missed the worst one.

I built a system to catch unreliable AI agents. In my own evaluation, it missed the worst one.

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5 min read
We ran our own note checker against a public scribe benchmark. Here is what it missed.

We ran our own note checker against a public scribe benchmark. Here is what it missed.

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5 min read
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