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I've got feedback from previous project and implement it in new one! (FastAPI + PostgreSQL + External API + Docker)

I've got feedback from previous project and implement it in new one! (FastAPI + PostgreSQL + External API + Docker)

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1 min read
The 7.6x Speedup Hiding in Your HTTP Client

The 7.6x Speedup Hiding in Your HTTP Client

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4 min read
How I Handle OAuth2 Token Refresh and Quotas in a Django API Gateway

How I Handle OAuth2 Token Refresh and Quotas in a Django API Gateway

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4 min read
I redesigned my app five times tonight and shipped one

I redesigned my app five times tonight and shipped one

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1 min read
A Free-Tier AI PR Reviewer: A GitHub Actions Workflow That Actually Works

A Free-Tier AI PR Reviewer: A GitHub Actions Workflow That Actually Works

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4 min read
Zero-Budget Release Notes: A Case Study in Free-Tier LLM Automation

Zero-Budget Release Notes: A Case Study in Free-Tier LLM Automation

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6 min read
Free AI Servers Are a Trap Until You Meter Them

Free AI Servers Are a Trap Until You Meter Them

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5 min read
READMEs Rot: A Free-Tier Tool That Catches Outdated Examples

READMEs Rot: A Free-Tier Tool That Catches Outdated Examples

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4 min read
A Fast Alternative to Pylint R0801

A Fast Alternative to Pylint R0801

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6 min read
Debugging a Flaky LLM Pipeline: Timeouts, Truncation, and a 40-Line Probe

Debugging a Flaky LLM Pipeline: Timeouts, Truncation, and a 40-Line Probe

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5 min read
What our coverage number did not protect

What our coverage number did not protect

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7 min read
I Built an Open-Source Toolkit for AI Watermark & Provenance Forensics

I Built an Open-Source Toolkit for AI Watermark & Provenance Forensics

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3 min read
The Retry Loop That Turned a 429 Into an Outage

The Retry Loop That Turned a 429 Into an Outage

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4 min read
Building a WebSocket Market News Consumer in Python: From First Event to Threshold-Gated Signals

Building a WebSocket Market News Consumer in Python: From First Event to Threshold-Gated Signals

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5 min read
Routing Around Rate Limits: A Free-Tier Model Proxy in 100 Lines

Routing Around Rate Limits: A Free-Tier Model Proxy in 100 Lines

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4 min read
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