HNHiroyuki Nakahatainblog.iroha1203.dev·19h ago · 18 min readUncharted Waters: Thirteen Rules for Not Trusting an AI's ProofsTL;DR I want to hand an AI agent a multi-day job and have it run to completion. This post collects the rules for that — thirteen of them. Never let the loop rewrite its own spec. Enumerate up front w20
MGMahesh Guptainthedebugledger.hashnode.dev·7h ago · 10 min readYour Legacy System Is Not Technical Debt Just Because It Is OldOn paper, one of the easiest numbers in a system conversion should be the total premium. In practice, it was one of the numbers that could stop us. Around 2010, I was an Oracle Tech Lead on a project 00
GFGeorge Feaninbundledrop.hashnode.dev·30m ago · 10 min readWhy React Native Teams Use OTA UpdatesReact Native applications have an unusual release boundary. A web application can usually deploy new JavaScript to infrastructure controlled by the team, and users receive that code on their next requ00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·1h ago · 5 min readWhy Your AI Agent Architecture Probably Has a Loop ProblemWhy Your AI Agent Architecture Probably Has a Loop Problem We've all seen the demos. An AI agent that writes code, debugs itself, deploys to production. Another that reads your docs, answers support t00
MNMarc Newsteadinicentric-ai-and-automation.hashnode.dev·1h ago · 4 min readBuilding Resilience Into Your AI Integration LayerBuilding Resilience Into Your AI Integration Layer If you're running production code that calls an LLM API, you've probably noticed something unsettling: the models you depend on can change behaviour 00
AKAnurag Kumarinanuragk24.hashnode.dev·19h ago · 5 min readGET or POST? What If There’s Another Way?Have you ever had a request where GET just didn’t feel like enough, but using POST felt like a bit too much? You’re only trying to fetch some data, but the query is getting too complex to comfortably 00
HHarshainlangchainandopenai.hashnode.dev·4h ago · 10 min readYour AI Isn't Slow. Your Legacy Architecture Is.They need better infrastructure. Companies are spending heavily on AI models, agents, copilots, and automation while some of the systems feeding those AI products still depend on batch processing, dis00
KKayinkays-blogs.hashnode.dev·5h ago · 7 min readWe audited 156,808 failed CI runs. Most of them weren't bugs.I'm Kay, CTO and co-founder at Latchkey. We build managed GitHub Actions runners that repair failures while the job is still running. Before we shipped any of that, we wanted to know what actually bre00
MGMahesh Guptainthedebugledger.hashnode.dev·16h ago · 16 min readFrom HEDIS Specification to Production Metric: What Changes When the Measure ChangesEvery year, a new set of healthcare quality specifications would arrive. The Healthcare Effectiveness Data and Information Set, or HEDIS, is a widely used set of healthcare performance measures mainta00
Sspongeb0binbobtaylor.hashnode.dev·17h ago · 10 min readPylint Was Too Slow, So I Built AridI didn't set out to write a duplicate-code checker. I was working on Polaris, a fairly large Python project, and doing what I normally do: running code-quality tools against it. Ruff handles most of w00
