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A Rule Can Be Specific and Still Be Too Broad

Update — v0.2.0 released. CauterRule is now live on GitHub and PyPI. It turns repeated agent failures into permanent standing rules — extract, rep...
Posted on 9 September 2026 | 11:46 am

Building a Schema With an AI Agent Without Naming a Single Column

Ask an AI agent for a discussion-board schema and you'll get one in about four seconds. Here is the part nobody mentions: you'll also get is_delete...
Posted on 9 September 2026 | 11:45 am

The Auth Template That Trusted Its Caller: AccessKeyID Injection in EKS

✓ Human-authored analysis; AI used for formatting and proofreading. When a user's kubectl command authenticates to an Amazon EKS cluster, three ...
Posted on 9 September 2026 | 11:39 am

Borsa Verisiyle Çalışırken Sürekli Dönüp Dolaşıp Kullandığım 6 Python Kütüphanesi

Borsa verisiyle uğraşmaya başladığım ilk günlerde her şeyi sıfırdan yazmaya çalışıyordum. Kendi indikatörlerimi, kendi veri çekme sistemlerimi ku...
Posted on 9 September 2026 | 11:38 am

Search in Vim: find text without losing your flow

You're inside a 400-line file. You need to find where userId is used, but your fingers start the classic ritual: j, j, j, j, look around, j, j, k b...
Posted on 9 September 2026 | 11:33 am

SQL Joins in PostgreSQL: Patients, Doctors, and the Rows That Go Missing

A join is how you ask one question across two tables. The database keeps patients in one table and appointments in another, because storing the pat...
Posted on 9 September 2026 | 11:17 am

Where Alpha Testing Fits in SDLC, Agile, and CI/CD

Alpha testing usually happens when a product is stable enough for realistic internal testing but has not yet reached external users. Its exact posi...
Posted on 9 September 2026 | 11:12 am

Monitor Call Quality in Real Time with Telnyx Webhooks and Python

Call quality is not a single number you check once. It is a stream of measurements — MOS, jitter, latency, packet loss — that arrive while a call i...
Posted on 9 September 2026 | 11:06 am

My Security App Used to "Encrypt" Passwords With XOR. Here's the Post-Mortem I Wish More Devs Wrote.

Most security software marketing sounds the same: "military-grade encryption," "unbreakable," "100% secure." I want to try something different. I'm...
Posted on 9 September 2026 | 11:01 am

Those Share Buttons Are Guessing What's On My Phone

Scroll to the bottom of almost any blog post and you'll find the same five icons: a bird that got rebranded two years ago, a lowercase "f" in a cir...
Posted on 9 September 2026 | 11:00 am

Building a serverless Chrome Extension to safely extract Facebook Group data

Building a serverless Chrome Extension to safely extract Facebook Group data Hey everyone! 👋 As a solo freelance developer who handles...
Posted on 9 September 2026 | 11:00 am

Dependency Parsing: How NLP Understands Sentence Structure

You now know what each word is. But do you know what each word does? In the previous post, we covered Part of Speech Tagging: the process of lab...
Posted on 9 September 2026 | 11:00 am