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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.
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.
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…
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.
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.
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…
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…
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.
"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.
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.
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.
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.
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.
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.
Gemini 4 “Argon”: Google’s Bold Re‑Entry into the AI‑Heavyweight Ring The Lead When Google’s chief AI officer lifted the veil on Gemini 4 “Argon” on October 3, 2026, the tech world got more than a new model—it got a gauntlet thrown down at the AI throne.
Build an AI agent from scratch in TypeScript with only a model API and a loop. Covers tool calling, parallel tool calls, and a bug no framework can fix.
Hello Developers! 👋 I wanted to share Maliklang V1, an open-source, independent programming infrastructure built specifically to run code entirely offline, using Hinglish programming logic.
The least complex cheap LLM API gateway that works for logistics moderation is the one that makes every accepted report traceable to a tenant, a queue item, and an estimated cost before a human-review deadline is threatened. A single API key is convenient, but it is not the control plane.
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