Your AI coding agent doesn't need a smarter model. It needs your backlog.
Here is the uncomfortable thing I have landed on after a year of watching coding agents succeed and fail on real work: the model is almost never the b…
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The Intent Layer
The software stack has a gap. On one end: tools that capture signal. Dovetail, Intercom, user research platforms—everything that tells you what users …
What Happens Before Your C Program Reaches the CPU?
Most developers know how to write C code. Far fewer know what actually happens after they press Run . A common mental model looks like this: Write Cod…
C_STD : A Leak-Free, Cross-Platform Standard Library for Modern C
c_std: A Leak-Free, Cross-Platform Standard Library for Modern C Bringing the comfort of the C++ STL and Python's standard library to C17 — without le…
Building ShouldWeAutomate: A Decision Intelligence Platform for Workflow Automation
How we built an open-source platform that tells you whether your business process is ready for AI automation — with deterministic scoring, gamified UX…
Lean4 Might Be the Missing Piece in AI: Why Theorem Provers Are Suddenly Everywhere
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project. Do g…
Why I Stopped Waiting for Deep Work Blocks and Started Building in Taxi Rides
Originally published on AIdeazz — cross-posted here with canonical link. I used to believe serious building required serious sitting. The desk, the mo…
Treasure Hunt Engine: Why One Bad Prometheus Rule Sank the Whole Veltrix Event
The Problem We Were Actually Solving Our real goal wasnt fancy LLM prompts or real-time leaderboards. It was keeping the Rails app under 450 ms p99 du…
How Our Document Ingestion Pipeline Turns Files into LLM-Ready Markdown
The Hard Part Is Not Calling the Model Most document automation projects fail before the first extraction prompt runs. The invoice is a scanned PDF. T…
Idempotency Keys in Spring Boot: Make POST Safe Against Retries
A user clicks “Pay”, the network drops, the client retries… and your backend creates two payments. This isn’t a “frontend bug”. Retries happen everywh…
Why ChatGPT Fails as an Interview Tutor (And How I Built a Better One with Claude Code)
ChatGPT Always Says "Great!", But I Remember Nothing — I Built a Real Interview Teacher with Claude Code A Universal Pain Point When you use ChatGPT /…
Built an AI Interview Coach Because ChatGPT Just Says 'Great!
ChatGPT Always Says "Great!" But I Remember Nothing — Building a Real Interview Teacher with Claude Code A Universal Pain Point When using ChatGPT / C…
AI Coding Tools Compared: Copilot vs Cursor vs Claude Code vs Gemini CLI
AI coding tools are no longer just autocomplete. In 2026, they are becoming coding assistants, terminal agents, code reviewers, and sometimes full wor…
The Ghost in the Veltrix: Why Our Treasure Hunt Engine Was Sending Operators Down the Wrong Rabbit Hole
In November 2023 we ran our first global Hytale servers on Google Kubernetes Engine using Veltrix 3.2 as our configuration orchestrator. The Treasure …
Quark's Outlines: Python User-defined Functions
Quark’s Outlines: Python User-Defined Functions Overview, Historical Timeline, Problems & Solutions An Overview of Python User-Defined Functions W…
Veltrix Configuration: Where Premature Optimisation Goes to Die
The Problem We Were Actually Solving I still remember the day our team was tasked with configuring Veltrix for a large-scale Hytale deployment. We had…
Vibe Coding Explained: What It Is, Best Tools, and How to Start in 2026
On February 2, 2025, Andrej Karpathy coined the term "vibe coding" - a style of development where you describe what you want in plain English, the AI …
Transducers in JavaScript: When `reduce()` Is Not the End of the Story
In my previous article, I wrote about one of the most underestimated functions in JavaScript: reduce() . That article triggered a very fair discussion…
## Stop Wasting Time on Dev Setup — I Built a CLI That Automates Everything
One thing that has always bothered me as a developer is how much time gets wasted setting up new projects. Creating folders, configuring Docker, setti…
Self-Hosted Affiliate Tracking Software for SaaS: Own Your Data, Own Your Growth
You're building a SaaS. You want affiliates. You sign up for a third-party platform, paste in an embed snippet, and your program is live in 20 minutes…
I Built a Local-First AI Desktop Knowledge Base — Here's What I Learned
# I Built a Local-First AI Desktop Knowledge Base — Here's What I Learned After building docnest-ai — a hybrid RAG engine for Python — the next logica…
I Needed to Remove a QR Code from an Image, But Every Solution Was Complicated
A few weeks ago, I was updating some marketing assets for one of my projects. Everything looked good until I noticed a small problem. The image contai…
How to build a reusable Excel export service in ASP.NET Core
This article will teach you how to export any list into Excel in C# using the ClosedXML library. Steps to complete Create the data model with dummy da…
You Accumulate Technical Debt When You Skip Code Review. Here's What You Accumulate When You Skip the Human.
You Accumulate Technical Debt When You Skip Code Review. Here's What You Accumulate When You Skip the Human. There's a concept in software engineering…
The Moment the Runtime Became Your Enemy
The Problem We Were Actually Solving Our Treasure Hunt Engine indexes 1.2 TB of JSON event logs from Veltrix operators, then answers sub-second querie…
Anthropic Just Dropped Claude Opus 4.8: What It Means for Developers 🚀
Anthropic just announced Claude Opus 4.8 , a major upgrade to their flagship AI model. If you use AI tools to help you write, debug, or architect soft…
How I Built CoralSec Copilot: A Unified Enterprise SOC with Coral & Next.js in 4 Days
The tech industry is currently in a frenzy. Everyone is rushing to build the next big AI application, slapping a chatbot interface onto a database and…
Ghostty Is Leaving GitHub, and It Won't Be the Last
When Mitchell Hashimoto, the creator of Vagrant, Terraform, and Ghostty, writes a breakup letter, people listen. And on April 28, 2026, he wrote one t…
The Agent Is Easy. The Loop Is the Job. — A Developer's No-BS Guide to AI Engineering in 2026
Every developer I know has had the same experience: you paste something into ChatGPT, it spits out a working component, and you think "holy crap, my j…
OpenAI Codex vs Google Antigravity: Architecture, Workflow, and Key Differences
AI coding tools are no longer just autocomplete engines. For the last few years, developers used AI mainly to write faster: generate a function, expla…