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Deploy FastAPI with PostgreSQL: Docker, a VPS with Caddy, or Railway

Deploy FastAPI with PostgreSQL: Docker, a VPS with Caddy, or Railway

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8 min read
Keeping a fee calculator correct when exchanges change their tiers

Keeping a fee calculator correct when exchanges change their tiers

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4 min read
We rebuilt our Kalshi AI trading bot from its own prompt twice: it bought a filled order again

We rebuilt our Kalshi AI trading bot from its own prompt twice: it bought a filled order again

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11 min read
A Green Spark Job Isn't Enough: Building a Fail-Closed Pipeline Health Monitor in Python

A Green Spark Job Isn't Enough: Building a Fail-Closed Pipeline Health Monitor in Python

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6 min read
UG25 VTOL Log Validation: A Python State Machine That Keeps Data Gaps Visible

UG25 VTOL Log Validation: A Python State Machine That Keeps Data Gaps Visible

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11 min read
VyOS Homelab on Windows (Part 2 of N): Attaching the Host-Only Adapter to VyOS and SSHing a Python Script from PowerShell to Rename It

VyOS Homelab on Windows (Part 2 of N): Attaching the Host-Only Adapter to VyOS and SSHing a Python Script from PowerShell to Rename It

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3 min read
Your AI agent rounds Japanese consumption tax per line. Japan says round once per rate.

Your AI agent rounds Japanese consumption tax per line. Japan says round once per rate.

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2 min read
From Chatbots to Economic Agents: Autonomous Treasury Management on Base

From Chatbots to Economic Agents: Autonomous Treasury Management on Base

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3 min read
Why Does the Hair in My Malfoid AI Portrait Come Out Yellow or Grey Instead of Platinum? Colour in Image Pipelines, Plus a Script to Measure It

Why Does the Hair in My Malfoid AI Portrait Come Out Yellow or Grey Instead of Platinum? Colour in Image Pipelines, Plus a Script to Measure It

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8 min read
I held a séance for dead GitHub repos (and gave their ghosts a voice)

I held a séance for dead GitHub repos (and gave their ghosts a voice)

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5 min read
qtask: a task tracker my AI coding agents share, in one Python file

qtask: a task tracker my AI coding agents share, in one Python file

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4 min read
SAST vs DAST vs IAST: Integrating All Three in a DevSecOps Pipeline

SAST vs DAST vs IAST: Integrating All Three in a DevSecOps Pipeline

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5 min read
Build an Incremental ETL Pipeline in Python Using PostgreSQL Watermarks

Build an Incremental ETL Pipeline in Python Using PostgreSQL Watermarks

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7 min read
robots.txt allows AI crawlers, but does your server? A Python check for GPTBot, OAI-SearchBot, ClaudeBot and PerplexityBot

robots.txt allows AI crawlers, but does your server? A Python check for GPTBot, OAI-SearchBot, ClaudeBot and PerplexityBot

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3 min read
Trimming Container Bloat with Docker History and Dive

Trimming Container Bloat with Docker History and Dive

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5 min read
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