PIM Lite on Sanity
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I Built Demo Code My Build Process Sanity Project Details Agent Session
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How I built hands-free voice mode for my AI assistant: ffmpeg VAD, barge-in, zero npm packages
How I built hands-free voice mode for my AI assistant: ffmpeg VAD, barge-in, zero npm packages A voice interface sounds like it needs a speech SDK, a streaming framework, and a small pile of native dependencies.
Dev.to AI4 min readBest Free GST Compliance Tools for Indian Businesses in 2026
Best Free GST Compliance Tools for Indian Businesses in 2026 GST compliance is non-negotiable for every business operating in India. With over 1.4 crore registered taxpayers and a constantly evolving regulatory framework, Indian businesses — from solo freelancers to mid-size manufacturers — need…
Dev.to AI8 min readModel Evaluation in Machine Learning: How Do We Know a Model Is Good?
Model Evaluation in Machine Learning: How Do We Know a Model Is Good? Building a machine learning model is only one part of a machine learning project. After training a model, we need to answer an important question: How well does it actually perform on new data?
Dev.to AI3 min readOne field in the request made our agent 3x cheaper and 8x faster
TL;DR. Reasoning models decide by themselves how long to think if you don't tell them. Our agent didn't — and on hard tasks the model sometimes thought for 14 minutes and 33K tokens in a single step.
Dev.to AI8 min readUdhaar-Khata: Voice AI Digital Ledger for My Father Using 100% Local Open-Weights (Gemma 2 + Whisper)
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built Udhaar Khata (उधार खाता) — a voice-powered, 100% local open-weights digital ledger and credit book built specifically for my father. My father manages a neighbourhood shop in India.
Dev.to AI5 min readKimi K4 ที่ยังไม่มีอยู่จริง: ข่าวหลุด AI ที่เรายังไม่ควรเชื่อ
Kimi K4 ที่ยังไม่มีอยู่จริง: ข่าวหลุด AI ที่เรายังไม่ควรเชื่อ โดย Nokka (นก-กา) | 4 ตุลาคม 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent ภายใต้การควบคุมและตรวจสอบคุณภาพโดยมนุษย์ - Nokka (นก-กา) มีข่าวหลุดว่า Moonshot กำลังทำโมเดลใหม่ชื่อ Kimi K4…
Dev.to AI8 min readStop Hand-Crafting MCP JSON for Cursor and Claude Code: Sync Once, Cut 98% Discovery Tokens
Last Friday, while cross-debugging a payment refactoring branch, I had Cursor open on my left monitor for frontend reviews and Claude Code running in my terminal on the right. To let both AI assistants inspect database schemas and query logs, I hooked up 4 MCP servers to each environment.
Dev.to AI4 min readThe Architecture I Built vs. The Architecture I Could Deploy
I participated in a competition and it gave me an insight into something interesting and it led me to build Vicquant. An offline financial advsior app but when i was building it, i ran into a problem and and this aid me in solving real world problem and be innovative for the time being.
Dev.to AI3 min readTutoring business spreadsheet
Почему хаос в таблицах съедает вашу прибыль (и как это исправить) Если вы репетитор, вы наверняка начинали с блокнота или заметок в телефоне. Потом появились ученики, расписание усложнилось, а вместе с ним пришли вопросы: «Кто оплатил за ноябрь?», «Сколько занятий осталось у Маши?», «Когда я…
Dev.to AI5 min readTutor payment tracker
Tutor Payment Tracker: как репетитору перестать терять деньги и время Если вы репетитор, вы наверняка сталкивались с этим: уроки идут одно за другим, ученики приходят и уходят, а к концу месяца выясняется, что кто-то забыл заплатить за два занятия, кому-то вы дали скидку, но не записали её, а один…
Dev.to AI5 min readTranscript Examples: Timestamps, Speaker Labels and Formatting, From a Real AI Transcript
Most transcript examples online show one tidy, hand-typed sample. That doesn't help when your transcript came out of an audio-to-text engine and looks nothing like it. This guide works the other way round.
Dev.to AI11 min readGrok Build Hype vs Reality: A Look at Real User Reactions
"Grok Build feels like the previous generation of coding models." That's from a Reddit post on r/grok. From someone who actually paid $99 to try SuperGrok Heavy. Another commenter chimed in with their own story.
Dev.to AI6 min readTwo new x402 APIs for AI agents: page-archaeology + agent-cost-calculator
I shipped two new endpoints to the x402 catalog today — both $0.0005 per call, USDC on Base, no signup. What they do /api/page-archaeology?url=<URL> — detect parked / thin / auto-generated pages When an agent cites a source, it needs to know if that source is human-curated or a parked domain.
Dev.to AI3 min readGlean vs Relevance AI vs Coryntas: Pricing and Business Fit
Imagine this hypothetical handoff: sales closes a customer, the signed contract sits in Drive, a changed deadline is discussed in Slack, and the CRM still contains the original date. Delivery needs a reliable brief, an approved start date, and the right records updated.
Dev.to AI11 min readThe brochure said 18 floors. The registration said 12.
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content What I Built Let me introduce you to Ananya. She's made up, but you probably know someone exactly like her. She's 31, works in Pune, and has spent eight years saving for her first flat.
Dev.to AI10 min readQA Isn’t AI Evaluation
An AI agent prepares an internal report. The report has the right format. The figures are accurate. The conclusions sound reasonable. But the agent used a source it wasn’t allowed to access. Did it pass? If we only check the final report, we might say yes.
Dev.to AI4 min readClaude Code's usage-limit auto-continue doesn't run in Remote Control sessions. Hooks resume them.
TL;DR Claude Code's built-in auto-continue (autoContinueAtUsageLimit, on by default: it waits for the usage limit to reset, then carries on) doesn't start in Remote Control sessions. As far as I found, only the interactive-mode docs page says so, and nothing on screen tells you.
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