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News
Ephemora Cell: a capability-based WASM sandbox for untrusted AI code
18+ min ago (369+ words) AI agents do not only answer questions. They write code, call tools, and load plugins. The hard part is not starting that work. It is what the code is allowed to do once it runs. Permission systems answer “may it…...
I pay an LLM to approve bad reviews
18+ min ago (783+ words) Every trip report on my travel site goes through an LLM before readers see it. The most important line in that prompt is not about catching bad content. It is this one, verbatim: "Bad reviews" as in negative. The trip…...
A developer emailed Claude Code's creator about AI slop. Boris Cherny wrote back.
1+ day, 8+ hour ago (21+ words) A developer emailed Claude Code creator Boris Cherny that AI coding had created "friction." Cherny posted his full response....
7 Signs You're Over-Engineering Your AI App (and How to Stop) | HackerNoon
4+ hour, 12+ min ago (1308+ words) There’s a very specific kind of AI project that looks incredibly impressive in the architecture diagram and does almost nothing that a simple version couldn’t do better. It has a vector database. It has a multi-agent orchestration graph. It has…...
Why I'm Migrating My Blog to Astro
51+ min ago (822+ words) I first joined the DEV community 8 years ago (as of writing) to jump-start my writing journey and get my name out there. Since then, my reading audience has grown to hundreds of thousands of readers globally. I owe a huge…...
How to Build a Custom Ecommerce Store with Thor Commerce and AI
49+ min ago (782+ words) Building a custom ecommerce storefront used to mean choosing between two uncomfortable options: start... Tagged with ecommerce, webdev, nextjs....
[Lab Notes] Kubernetes the Hard Way, For Real This Time (Step 04)
1+ hour, 55+ min ago (170+ words) Continuing my Kubernetes the Hard Way homelab build on Proxmox. Steps 01-03 are already done, this covers step 04. Before the actual step though, here are some stuff I learned or was thinking about along the way: Anyways, here's Step 04: Generated the…...
Software Engineer, Python — Codebase Q&A | AuraOne AI Jobs
4+ hour, 12+ min ago (205+ words) AI Data and Enterprise Intelligence. We create the data AI needs. We work with design partners to define the workflows enterprises repeat and the evidence required before operation. Human Data / Coding, SWE & Agent Evaluation Software Engineer, Python — Codebase Q&A…...
A RAG chatbot on your company knowledge base: what it is and when it pays off
2+ hour, 31+ min ago (806+ words) The request I hear most often this year sounds the same every time: "We want a bot that answers from our documents and does not make things up." The technical name is RAG, retrieval-augmented generation. Below, without jargon: what it…...
Measure the Tool-Loop Tax Before You Ship Work Off the Laptop
2+ hour, 19+ min ago (1681+ words) On a Thursday evening a backend engineer closed a laptop that still held one unfinished agent session. The session had been rewriting a Flyway migration that referenced a staging password kept inside a local dotenv file. Office Wi-Fi had already…...