NNagappan S5h ago · 8 min readModel Routing: Sending Easy Requests to Small Models and Hard Ones to Big ModelsYou've probably noticed that some AI features feel instant and cheap to run, while others feel slow and expensive — even inside the same product. A one-line autocomplete suggestion and a "write me a fnagspidey.hashnode.dev
WWageesha Tripathi4h ago · 3 min readYour AI said "fixed" but never ran the tests? I made a plugin that won't let it say "done" until they passYou ask Claude Code, Codex, Cursor, etc. for a quick fix. It changes the code and says "Fixed ✅". Later you find out it never ran a single test, or ran them through | tail and missed 58 failures. So Iwst2002rk.hashnode.dev
JJonathan D Andrade8h ago · 4 min read🚀 Cutting LLM Token Costs with JDA-ZIP Protocol: A Lightweight Compression ApproachTL;DR: Large context windows and repetitive prompts lead to massive token consumption, high API costs, transmission latency, and RAM overhead on edge devices. JDA-ZIP Protocol is an open-source (GPLv3httpsgithubcomjdavid465jda-zip-protocol.hashnode.dev
MMohan7h ago · 6 min readWhat an ATS Parser Actually Sees in Your ResumeYour resume gets turned into plain text before anyone reads it. Here's what that text looks like, and how to check yours in 2 minutes. While I was building the ATS score for ResumeOrbitz, I spent weekbuildingresumeorbitz.hashnode.dev
PPriya Raman3h ago · 6 min readChange One Door and Leave the Rest AloneThere is a sentence on the page of the AI floor plan editor, from FloorAI, another product our team builds, that I keep thinking about. You paint over the part of the plan you want changed, describe tarchybase.hashnode.dev
Mmengyu wang3h ago · 5 min readRunning a small business website from your AI chat: a walkthrough of the Sakupa MCP workflowSharing this because the workflow is interesting — I'm not the developer. I came across Sakupa while browsing MCP servers and read through the official docs and manual; what follows is based on that dmengyu2022sudo.hashnode.dev
AAnshu Gondi11m ago · 3 min readHere is the complete, publication-ready Hashnode article formatted cleanly in Markdown. You can paste this directly into Hashnode's editor. Stripping Here is the complete, publication-ready Hashnode article formatted cleanly in Markdown. You can paste this directly into Hashnode's editor. Stripping the Python Tax: How We Ported vLLM Concepts directanshugondi.hashnode.dev
AApptycoons16m ago · 13 min readXtime API integration for AI voice agents: a build guideQuick answer: Xtime has no self-serve API. As of October 2026, access runs through Cox Automotive’s partner program: an NDA, a partner agreement, fees, a business review and a certified demo, then an apptycoons.hashnode.dev
AApptycoons18m ago · 13 min readVibe-coded app to production: a readiness checklist for AI-built appsQuick answer: An AI-built prototype is ready for production when access rules are enforced on the server, secrets stay out of the app, backups have been restored once, payments and bookings survive reapptycoons.hashnode.dev
AApptycoons25m ago · 16 min readAI agent development cost in 2026: real price rangesQuick answer: A production AI agent typically costs $25k–$120k to build at a fixed price, after a $5,000 two-week discovery sprint. Running it adds model tokens, hosting and monitoring, often a few huapptycoons.hashnode.dev
