The Agentic Lair
The Agentic Lair
Have you ever wondered how machine learning models actually work with text? After all, these models require numerical input, but text is, well, text. Natural language processing (NLP) offers many ways to bridge this gap, from the large language models…
Another four hours down in the Minecraft world with Kiwi-chan, and it’s been a steady, if slightly repetitive, climb! We’re still firmly focused on the core survival loop: get wood, build a base. However, Kiwi-chan is very insistent on finding…
This tutorial was written by an external contributor. Kevin Kimani Kevin Kimani is a software engineer and technical writer with over three years of experience in software development and documentation. He works across full-stack web development, database design, RESTful API…
AI coding is great until your repo starts looking like it was assembled during a fire drill. So I made this: npx fix-hairball It reviews your codebase, gives it a grade, fixes the worst parts, reviews it again, and keeps…
I’ve been building Arrowjet, an open-source Python library for fast bulk data movement. It started as a Redshift speed tool, but it now supports PostgreSQL, MySQL, and cross-database transfers. The latest addition: stateful sync that keeps tables in sync across…
The Decomposition Problem: Why Breaking Tasks into Agent-Sized Pieces Is Harder Than It Looks Every operator who has worked with autonomous agents has experienced this: you carefully decompose a complex task into clean, discrete subtasks, hand them to an agent,…
Two valid ways of writing code. One place to own it. Quick version for AI-news-tired readers: press here There are two ways developers create code now: The classic way: By typing, refactoring, debugging, and building up intent line by line.…
Choosing between React vs. React Native for your project can be confusing. Both JavaScript user interface (UI) libraries serve similar purposes and use the same syntax, but their differences are important. React is designed for building user interfaces for web…
Technical notes extracted by Claude from deploying an agentic WhatsApp bot to production (OpenClaw 2026.4.23). Focus on things not in the official docs or that cost hours of debugging. High-Level Architecture OpenClaw is a self-hosted agentic gateway that routes messages…
Every company, when evaluating new tools, technologies, or infrastructure, eventually runs into the same question: “Should we build this ourselves or buy a ready-made solution?” The default answer is often: “We can do it ourselves.” And technically, that’s true. But…
According to the 2025 Go Developer Survey, 46% of Go developers use the language to build websites and/or web services. It’s therefore unsurprising that the topic of web frameworks frequently pops up in conversation and is often the subject of…
TeamCity 2026.1 introduces a set of focused improvements that make your CI/CD more intuitive, intelligent, and enterprise-ready. Join us for a live walkthrough of the latest updates, including support for both the Kotlin DSL and YAML in pipelines. We’ll also…
Install trusted skills once, then use them across agents and projects. Two new features have just arrived in AI Assistant to address this issue: the skills manager and the skill repository. Together, they make skills easier to discover, trust, and…
Through many discussions with industry colleagues, we’ve started hearing a phrase more often when swapping stories about AI adoption: “Now I don’t have to bug [someone].” Product designers don’t need to bug researchers anymore — retrieval-augment generation (RAG) tools surface…
SQLite Verification, pg_savior, & PostgreSQL Restore Strategies Today’s Highlights This week, delve into SQLite’s rigorous formal verification, discover a new PostgreSQL extension for preventing accidental data modifications, and learn about redesigning PostgreSQL backup strategies for robust restores. Reply: Formal verification…