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News
My Cron Job Double-Fired and Placed the Same Order Twice — Here's My Postmortem
26+ min ago (879+ words) I keep a Mac Mini in a closet running a handful of small scheduled Python jobs. One of them scans market data on a schedule and, when its rules fire, places tiny orders through an exchange API. Positions are around…...
The First Legend Has Entered the Arena: CrowdWide Just Submitted to the KODA Code Jam
8+ min ago (525+ words) 24 hours ago, the KODA Code Jam drawer was empty. Today at 2:00 PM IST, it wasn't. @puneetkumar2010 (15 years old, started coding at 9) just became the first submitter to the KODA Code Jam. His project: CrowdWide. And bro, this is not just a…...
The AI Augmented Parallel SDLC
8+ min ago (424+ words) A delivery model that replaces the chain of handoffs: discover once, run design, build and QA in... Tagged with ai, productivity, leadership, softwareengineering....
I built an open-source personal web memory for coding agents
17+ min ago (72+ words) I kept saving things I knew I would need later: a GitHub repository, a Reddit answer, a post on X, a... Tagged with ai, memory, bookmarks, mcp....
Four Ways to Survive a Network Split
9+ min ago (1632+ words) What Paxos, VR, Zab, and Raft teach us. You may never implement consensus yourself. You still need its mental models to choose databases, coordination services, and infrastructure that fail the way you expect. At 2:13 a.m., your monitoring says the service is…...
From Prompt to Deployed App: Building "Mythic Forge" with Google AI Studio
13+ min ago (236+ words) Education Track: Build Apps with Google AI Studio For my first project using Google AI Studio's new "Build apps with Gemini" feature, I set out to build Mythic Forge, an interactive web application that acts as an RPG Character Portrait…...
I got tired of coding agents editing before “done” was defined — so I built a plan-first harness
25+ min ago (174+ words) Chat-coding is fast until it isn’t. You ask for a feature. The agent jumps into files. You get a pile of edits and a shrug. Two sessions collide on the same paths. Auto-merge is either terrifying or so babysat that…...
Security by Design
23+ min ago (752+ words) Ask a manufacturer what "security by design" means and you get something abstract: we think about security early, we do not bolt it on at the end. It is one of those phrases that gets used everywhere and defined nowhere....
How to Bring Order to a Project: A Track Map
33+ min ago (667+ words) Every now and then I join a project where "everything works, but nobody dares to touch it." Deployment is done by hand from memory, the architecture grew historically, knowledge lives in people's heads, hiring happens by accident. That's normal: this…...
🚀 Stop Selling Event-Driven Architecture. Start Selling Business Outcomes
8+ min ago (207+ words) 👋 Hi dev community! I originally published this on my LinkedIn Newsletter, but wanted to share it... Tagged with architecture, devops, cloud, management....