BDBhuvesh Dhimaninblog.bhuveshdhiman.com·1d ago · 2 min readCodex says 20 percent of its users aren't developers. That number is the whole storyOpenAI updated Codex and buried the most important line in a usage stat. One in five Codex users is no longer a developer. https://openai.com/index/codex-for-every-role-tool-workflow/ The update its00
SSkillBrew.AIinskillbrewai.hashnode.dev·1d ago · 5 min readReal-Time Code Collaboration for Interviews: Architecture Decisions We MadeIf you've sat on either side of a technical interview in the last few years, you already know the answer. It's rarely clean. It's usually painful. The candidate shares their screen. The interviewer sq00
A✦aashuu ✦incodeaashu.hashnode.dev·1d ago · 9 min readHow to build your own LLM from scratch in 5 Stages: exact pipeline behind GPT and ClaudeI pulled apart how large language models are actually built - the entire pipeline behind ChatGPT, Claude, and Gemini - and compressed it into one map. Bookmark this. Save it. By the end you will under10
Ttaktaiintaktai.hashnode.dev·1d ago · 7 min readThe Context Switching Tax: Why Multitasking Costs Your Engineering Team More Than You ThinkThe Context Switching Tax: Why Multitasking Costs Your Engineering Team More Than You Think Your engineers aren't bad at their jobs. They're drowning in interruptions — and every time someone pulls th00
Ccodanyksincodanyks.hashnode.dev·2d ago · 7 min readAnatomy of a Good Skill: Designing Capabilities That Systems Can TrustIn the previous article, we looked at what a skill actually represents inside an agent system. A skill is not just a collection of instructions or a reusable prompt. It is a defined capability that al00
SSrikannaninsrikannan-sde.hashnode.dev·3d ago · 1 min readQuick thought : why "just use the right tool" is not always the right answerSpent this week getting pushback on Reddit along the lines of "this isn't a problem if you configure things correctly." They're right, technically. But "configure things correctly" assumes: Someone o10
SBSomnath Babu N Rinbeyondbits.hashnode.dev·5d ago · 5 min readUnderstanding I²C From a Engineer's PerspectiveEmbedded Systems Fundamentals #3 If SPI is the protocol of speed, Inter-Integrated Circuit (I²C )is the protocol of simplicity. You'll find I²C everywhere: Temperature sensors Accelerometers PMICs 00
SKSunil Kumarinsunil-kumaar.hashnode.dev·5d ago · 5 min readWhy AI Is Killing Hourly Software Billing — And What Comes NextTL;DR: A developer using AI tooling now ships in 3 hours what used to take 8 — same quality, often better. Billing the old number of hours for the new amount of work isn't just awkward, it's becoming 00
BABenito Augustindatapurpose.hashnode.dev·6d ago · 6 min readZero-Copy PII Shielding: Architecting Local-First Gateways for Secure LLM PipelinesLarge Language Models (LLMs) are transforming how we build products, but they introduce a massive architectural threat: the dissolution of the security perimeter. Every time a user inputs text, or an 00
Ssktindevopsdesk.hashnode.dev·6d ago · 8 min readHow to Build a Zero-Downtime Deployment StrategyYou are watching logs scroll. Slack is quiet. Metrics look normal. And then nothing happens. It worked. Users did not notice a thing. That feeling right there? That is what a proper deployment strateg00
