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GoyGram — one Python runtime for both Telegram Bot API and MTProto, with a Rust core and OpSec-first sessions

GoyGram — one Python runtime for both Telegram Bot API and MTProto, with a Rust core and OpSec-first sessions

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1 min read
AI Model Security Training: What a Platform Must Teach

AI Model Security Training: What a Platform Must Teach

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4 min read
Why Your Audit Log Needs a Hash Chain

Why Your Audit Log Needs a Hash Chain

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4 min read
Digest Guarantees: How to Choose Public HTTPS Webhook Push, Subscribe, or Polling

Digest Guarantees: How to Choose Public HTTPS Webhook Push, Subscribe, or Polling

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7 min read
I Built a Speedrun Math Game in Python (Terminal Edition)

I Built a Speedrun Math Game in Python (Terminal Edition)

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2 min read
Why "python python python" ranks #1 in naive search — and how BM25F fixes it (pure Python)

Why "python python python" ranks #1 in naive search — and how BM25F fixes it (pure Python)

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4 min read
I Built an AI Agent That Negotiates My Bills For Me, Here's Everything That Went Wrong

I Built an AI Agent That Negotiates My Bills For Me, Here's Everything That Went Wrong

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4 min read
Monte Carlo Simulation: How to go broke eight times faster with 8 Eurojackpot lines

Monte Carlo Simulation: How to go broke eight times faster with 8 Eurojackpot lines

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7 min read
Broken Retries: Why 'Just Try Again' Kept 5 Automation Lanes Dead for 63 Minutes

Broken Retries: Why 'Just Try Again' Kept 5 Automation Lanes Dead for 63 Minutes

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24 min read
I Built a Self-Hosting Language, a DB Engine and a Microkernel — Entirely on My Phone

I Built a Self-Hosting Language, a DB Engine and a Microkernel — Entirely on My Phone

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1 min read
Building an AI-powered code vulnerability scanner

Building an AI-powered code vulnerability scanner

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5 min read
Declare once, apply to many: scoping VEX decisions without lying

Declare once, apply to many: scoping VEX decisions without lying

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7 min read
I Didn't "Learn" Sliding Window — I Got Cornered Into It

I Didn't "Learn" Sliding Window — I Got Cornered Into It

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6 min read
Migration Diary: Benchmarking Your AI Reviewer Before a Free-Tier Cutover

Migration Diary: Benchmarking Your AI Reviewer Before a Free-Tier Cutover

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5 min read
A Free RSS Triage Bot: Let a Free Model Decide What Deserves Your Attention

A Free RSS Triage Bot: Let a Free Model Decide What Deserves Your Attention

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4 min read
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