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78 articles found
It’s been a couple of years since the AI hype really took off and if you’re a professional software engineer like me, you’ve probably already found places where it genuinely improves your workflow. At the same time, you’ve also likely realized that despite all the noise online about AI replacing eng
I spent about 8 hours last week trying to find a startup idea the "right" way—talking to people, noticing friction, looking at industries I knew nothing about. I got nowhere useful. Then on Thursday I was fixing a broken Zapier integration at 11 PM and realized I was doing the same manual workaround
Prism: Make Your AI Editor Delegate By Bryan Barton Developer AI tooling is getting better, but a lot of workflows still have the same bad shape: Ask the premium model to do everything. Give it the task. Give it the repo rules. Give it the runbooks. Give it the skill docs. Give it the CI output. Giv
LangGraph is becoming the default framework for teams building agentic AI workflows. That is both a good thing and a problem. The good part: it has real production pedigree, is actively maintained, and is used by teams doing serious work. The problem is that its growing reputation means a lot of tea
The incident started with a boring support automation task. Take a user request, search a private document index, summarize the answer, and hand the result to a reviewer. Nothing heroic. The kind of Python agent you build when the demo is over and the real workflow begins. Then one run got stuck in
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 give it a try and share your feedback for improving the product. Claude Code hooks are powerful. They let you intercept tool execution, enforce policie
How many times have you typed git commit -m "fix stuff" or git commit -m "wip" because you just wanted to push your code and grab a coffee? Writing great, meaningful commit messages is a hallmark of a good developer. It helps your team, makes code reviews easier, and keeps your project history clean
In the medical world, a triage nurse looks at a chaotic influx of patients and instantly categorizes them by severity based on vital signs. We don't manually calculate the exact biochemical pathways of a fever on a chart in that high-pressure moment; we use systematic protocols to determine risk. Fo
Hi! I want to share a project that I work for a while. It started from idea to get rid off manual copying data from game design documents to game engine. Here you can define your game objects, their props, relations and everything will be stored in structural JSON format that can be read by Unity, G
A few weeks ago I posted about building a desktop app that automates GitHub commits because contribution graphs are basically developer mood rings. Somehow people actually liked it. Which was unfortunate because now I had to keep improving it instead of peacefully abandoning the repo like nature int
In Oracle Fusion Applications, report scheduling plays a crucial role in automating business processes such as invoice generation, reconciliation, and operational reporting. However, not every scheduled job needs to run every time especially when there’s no relevant data. This is where skip conditio
I have been thinking a lot about coding agents lately. The part that feels more important to me is this: We already don't trust humans without roles, limits, reviews, and accountability. Developers use PRs, pilots use checklists, bank clerks have transfer limits. Capable agents need the same structu
I’ve been trying to automate more of my SEO reporting workflow lately, especially repetitive Google Search Console exports. Instead of manually downloading query data every week, I put together a small Python script that pulls top search queries directly from the Search Console API. Here’s a simplif
Published: May 30, 2026 Tags: ai, agents, opensource, github, bounty, tutorial, python, architecture Every week, someone tweets "I built an AI agent that makes money while I sleep." And every week, the replies are the same: prove it. So I did. I built ZKA (Zero Knowledge Agent) — an autonomous AI ag
Introduction Selecting the right transmission for a robot joint is one of the most consequential decisions in actuator design. The gearbox determines the joint's precision, stiffness, torque capacity, and cost — and the choice between harmonic drive and planetary reducers is rarely straightforward.
Introduction In my previous article, I wrote about delegating the entire management of my home server to an AI. The system is designed so that the AI performs patrols late at night, and during the day, it springs into action if monitoring scripts detect any anomalies. I explained how I built the sys
Three weeks ago, I stopped writing to watch history unfold. What I witnessed in those twenty-one days changed everything I thought I knew about software development. An engineer at a Fortune 100 company reduced a nine-day pull request cycle to 2.4 days. A Latin American fintech company completed an
Welcome to Import AI, a newsletter about AI research. Import AI runs on arXiv and feedback from readers. If you’d like to support this, please subscribe. Subscribe now AI systems are about to start building themselves. What does that mean? I’m writing this post because when I look at all the publicl