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The problem When we have a function that interacts with external resources, testing that code might be difficult because side-effects could
I've spent the last several months building ANIMUS, an autonomous system in Rust that gives a local LLM persistent memory. The idea is simple: a knowl
Exposing your app to an AI agent over MCP is basically handing someone a master keyring and trusting them to only open the doors they're supposed to.
Two threads today, and they rhyme more than I expected: both are about who gets to do what, and how you keep that boundary honest. One was exposing an
A Rails app grows. Changes in one corner start breaking another, two teams keep colliding in the same files, and eventually someone says the word micr
leetcode.com Problem Statement Implement a Queue using Stack operations
If you have ever clicked a Jira ticket, watched a spinner, and felt a small part of your focus drain away, you are not imagining it. The slowness is r
There's a quietly important reference architecture in Google Cloud's contract-compliance-pipeline sample, built on one sharp principle: LLMs are usefu
Your Pipeline Is 29.2h Behind: Catching World Sentiment Leads with Pulsebit We recently discovered a noteworthy 24h momentum spike of +0.11
Missing meetings and deadlines can damage productivity, client relationships, and team trust. Modern AI scheduling assistants help by: Automatically
We've all seen it: an API response that looks perfectly fine, but JSON.parse() throws a cryptic error at position 0. Or position 472. Or somewhere dee
You have an API response. You want a Zod schema. So you paste the JSON into a JSON-to-Zod converter, copy the output, and ship it. Here's the trap: a
On April 29, 2026, Nathan Sobo published the Zed 1.0 announcement post on Zed's blog. The post landed on Hacker News at 2,047 points and 663 comments
We ran a set of custom static analysis checks (SlopGuard - WIP) against our Go PDF library. It found 226 issues. 218 of them were real. We fixed all 2
Most TypeScript tutorials teach you the language. This article teaches you how to use it. There's a difference. The language has hundreds of feature
I edited a system prompt and had no way to prove it changed anything. So I built a measurement tool. A few months ago I was on a team proje
Preventing Double-Spend in Spring Boot 3 Using Pessimistic SERIALIZABLE Locking The Problem Nobody Warns You About You build
A new member has joined the fulgur family. fulgur-chart — a CLI that takes Chart.js v4-compatible JSON specs and renders deterministic SVG/PNG charts
Buy Old Gmail Accounts A Gmail account provides flexible email services suitable for both personal and business purposes. It features an intuitive in
I almost shipped a RAG pipeline that, on certain questions, cited exactly the right document — and then told the user the answer wasn't in it. Every