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News
My Cron Job Double-Fired and Placed the Same Order Twice — Here's My Postmortem
38+ 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 AI Augmented Parallel SDLC
20+ 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....
Four Ways to Survive a Network Split
21+ 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…...
How to Bring Order to a Project: A Track Map
45+ 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
20+ 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
45+ 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,…...
LLM Model Routing in 2026: The Guide Every Team Should Read
3+ hour, 8+ min ago (1655+ words) Most teams still pick one LLM and send every request to it. That worked in 2023 when there were three viable models. In 2026, with dozens of frontier, mid-tier, and specialist models — each with different pricing, latency, and quality profiles — committing to…...
Engineering Build Notes #3: When 200Gi Was More Storage Than the Nodes Needed
3+ hour, 26+ min ago (1254+ words) How measuring Kubernetes node storage usage led to a simpler capacity decision in an Amazon EKS cluster. In Engineering Build Notes #1, I investigated what initially looked like an opportunity to reduce worker-node capacity. The nodes appeared to have more capacity…...
I made two AIs review each other's code for 30 days. A human still caught the bug in 5 minutes.
4+ hour, 32+ min ago (905+ words) Last month I let AI write 100% of my code for 30 days. The single loudest lesson wasn't "AI is amazing" or "AI is useless." It was one sentence: the thing that writes the code can never be the thing that reviews…...
Record why an approach was rejected—and when to revisit it
4+ hour, 27+ min ago (564+ words) Disclosure: I maintain Selvedge, an open-source decision-history tool. This article was prepared with AI assistance from Grok and Codex. The example below is hypothetical and uses plain Markdown; it does not require a particular product. A repository can show what…...