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Two Token Bills Before Your Agent Answers: 71,929 for MCP Tools, 1,109,242 for Skills

Two Token Bills Before Your Agent Answers: 71,929 for MCP Tools, 1,109,242 for Skills

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4 min read
Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch

Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch

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24 min read
My Code Reviewer Scored a Nonexistent Directory 100/100 and Exited 0

My Code Reviewer Scored a Nonexistent Directory 100/100 and Exited 0

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5 min read
I Turned My GitHub Profile Into a Cyberpunk Console With a City Built From My Contributions

Bypassing GitHub's strict sandbox via SVGs

I Turned My GitHub Profile Into a Cyberpunk Console With a City Built From My Contributions

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Picked as gem Comments 162
15 min read
Git's Staging Area — What Actually Happens Between `git add` and `git commit`

Git's Staging Area — What Actually Happens Between `git add` and `git commit`

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4 min read
Judge cheap, audit confidence: a CI gate for LLM evals (open source and measured)

Judge cheap, audit confidence: a CI gate for LLM evals (open source and measured)

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3 min read
LLM - Day 7 - Async & Virtual Environment

LLM - Day 7 - Async & Virtual Environment

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6 min read
Converting iPhone HEVC Videos to Telegram Video Avatars with FFmpeg

Converting iPhone HEVC Videos to Telegram Video Avatars with FFmpeg

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4 min read
CVE-2026-12227 — How a Validate-Then-Mutate Bug Turns Into Unauthenticated LFI in Visual Composer

CVE-2026-12227 — How a Validate-Then-Mutate Bug Turns Into Unauthenticated LFI in Visual Composer

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4 min read
Tree-sitter e Engenharia de Software Agêntica: Mutação Direta de AST, Semantic Code Diffing e Eliminação de Alucinações de Sinta

Tree-sitter e Engenharia de Software Agêntica: Mutação Direta de AST, Semantic Code Diffing e Eliminação de Alucinações de Sinta

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13 min read
Lost in the Middle: My RAG Found the Right Chunk and the LLM Ignored It

Lost in the Middle: My RAG Found the Right Chunk and the LLM Ignored It

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7 min read
5 Ways to Handle Realtime Message Size Limits in a Video Consultation Room — Python

5 Ways to Handle Realtime Message Size Limits in a Video Consultation Room — Python

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4 min read
I built a Telegram bot to split dinner bills because I hate Splitwise

I built a Telegram bot to split dinner bills because I hate Splitwise

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3 min read
Why We Chose Django + Flutter for Our Marketplace Platform (And What We Learned)

Why We Chose Django + Flutter for Our Marketplace Platform (And What We Learned)

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5 min read
QuantDinger's Jev trade filter: fail-open, never backtested

QuantDinger's Jev trade filter: fail-open, never backtested

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5 min read
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