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News
My Cron Job Double-Fired and Placed the Same Order Twice — Here's My Postmortem
47+ 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
29+ 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
29+ 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
38+ 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
30+ 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
34+ 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
46+ 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…...
How to Bring Order to a Project: A Track Map
54+ 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
29+ 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....
How Developers Can Monitor Production — and Why It Matters
54+ min ago (352+ words) When we write code, it often feels like the main thing is to make it work locally. But reality is different: the real life of a service begins not on your laptop, but in production. That’s where it faces load,…...