SRSai Ram Kothainsairamkotha.hashnode.dev·2h ago · 6 min readClaude Writes 90% of Claude Code. Here's Who Still Approves the Merge.The Claude Code team says Claude writes about 90 percent of its own code. Changes arrive faster than people can read them line by line. So the team stopped asking "did a human read this?" and started 00
Jjaberadam2001insimplyexplained.hashnode.dev·2h ago · 11 min readYour LLM's Explanation Isn't Its Reason: How to Test What Actually Drove the OutputYour scoring pipeline returns JSON. One field is score. The other is reasoning, a neat paragraph that explains the score. It reads well, the team likes it, and someone has started calling it "the audi00
AAAhmed Adawyinadawy.hashnode.dev·2h ago · 13 min readYour AI Prototype Is Not a Production System: The Engineering Behind Reliable AI Applications# Your AI Prototype Is Not a Production System: The Engineering Behind Reliable AI Applications *From containerization and deployment pipelines to observability, failure recovery, and scaling — what i00
DSDevGrid Staffing LLCindevgridstaffing.hashnode.dev·11h ago · 4 min readHow to Read a Codebase You've Never Seen: A First-Week MapIt's your third day. Your first ticket arrives: "Change the message people see when their password is too short." It sounds like a five-minute job. Then you open the project and see hundreds of folder00
Jjaberadam2001insimplyexplained.hashnode.dev·14h ago · 11 min readThe Lock Queue: Why a 2 ms ALTER TABLE Can Freeze ProductionYou can watch this outage happen on your own machine in about a minute. All it takes is three database sessions and an ALTER TABLE that, on its own, finishes in milliseconds. Most zero-downtime migrat00
SRSai Ram Kothainsairamkotha.hashnode.dev·14h ago · 5 min readAI Writes the Code Now. The Engineer's Job Is Knowing What to Refuse.A developer on Medium recently wrote that AI made him five times as productive, so he took on five times as much work. Within weeks he had stacks of pull requests and no real control over what shipped00
NANeuraPath Academyinneurapath.hashnode.dev·19h ago · 14 min readHow to practise for a forward deployed engineer interview when nobody can mock-interview youI first published this on Medium. This is the same piece, kept here with the rest of our engineering notes. By Pankit Kumar, Senior Data Scientist and Lead Instructor at NeuraPath Academy A forward de00
RURichGod Useninrichgodsblog.hashnode.dev·1d ago · 13 min read4 years into tech...What I got wrong, what stuck, and what I'd tell my 2022 self. The biggest thing I got wrong in my first year: I thought this would be a straight line. It has been anything but. So I did what I thought10
MDMirna De Jesus Camberoincodelikeawoman.com·1d ago · 5 min readThe Principle of Least Privilege: Why Less Access Means Better SecurityImagine you have an application that only needs to read files from a cloud storage bucket. Would you give it permission to delete those files, create new buckets, or manage permissions across your ent01V
VVorlyxinvorlyx.hashnode.dev·1d ago · 2 min readThe AI Hangover: Why Calm UX Beats ChatbotsOver the past eighteen months, Silicon Valley tried to convince the enterprise that interfaces were obsolete: don’t design a workflow, prompt an agent; don’t build a visual system, talk to a bot. The 00
