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If you build with Lovable, Bolt or Replit, your code ends up in a repo you probably never open. So I scanned 54 of them — public repos, picked by "recently upda

A lot of website AI demos stop at answering questions. The assistant can explain where something is, but it does not actually take you there. It can tell you to

Building an AI agent locally is an exciting first step. Running that same agent reliably in production is a different challenge. Once real users and external se

DeepSeek released the official build of V4 Flash today, named DeepSeek-V4-Flash-0731, and the interesting part is not that a new model dropped. It is what post

Most AI coding tools still assume one human watching one agent do one thing. That is useful, but it is not where the interesting leverage is anymore. The intere

Disclosure: BrowserAct sponsored this piece. The BrowserAct links below are affiliate-tracked — I get credit if you sign up through them. I keep hitting the sam

A note on the numbers upfront, because I'd rather you catch this than a client does: $239,000 is illustrative. It's a composite built from published benchmarks

一、准备（发之前 2 分钟） 打开本工作区文件 Viblo-K3-越南语长文.md（越南语全文，已含全部代码块与 UTM 链接）。 准备 1 张配图（可选但强烈建议，提升点击）： 截图 yingsuan.top/api.html 顶部的 K3 状态卡 + 免费领 Key 区（浏览器打开 → 全屏截图 → 存 PNG）。

How to Build AI Agents with n8n Without Coding Introduction Artificial intelligence is becoming part of everyday work. Businesses use it to save time, improve a

How to Test an AI Agent Before Giving It Access to Your Files AI agent demos usually show the happy path: a prompt goes in, a polished result comes out. For dev

Testing Rule and Memory Inheritance Between AI Agents in FROST — Agent Lab Journal Agent Lab Journal Guides Glossary Hands-on lab · Multi-agent systems Testing

Since the last post, the agent stopped waiting for me Last time, the AI moved into the OS: an Agent Chat pane that reads Codex events live, a Scouter widget on

I wrote the guide I wish I had when starting with AI agents. Customer support, lead qualification, content ops — all with complete Python code. Get it here: htt

Gartner reckons over 40% of agentic AI projects get canned by 2027. Not because the models are bad. Because nobody built the safety net. Okay so that stat has b

Claude Opus 5 fits difficult repository work, GPT-5.6 Sol fits math-heavy Codex work, and Kimi K3 fits lower-cost, open-weight volume. The practical task is to

At AI DevCon London I gave a talk with a slightly silly title: "You're Absolutely Right, It Was Your Home Directory!" It got a few laughs because the scary vers

Artificial Intelligence has evolved far beyond answering questions or generating content. Today, AI can schedule meetings, analyze business reports, respond to

I've spent the last few weeks doing autopsies on a string of agent crashes — not models hallucinating, but plain old infrastructure lying to itself after a rest

Watching an autonomous agent run through a loop of tasks is like watching a black box try to solve a puzzle in another room. You can see the final result, but t

The Observability Black Box As autonomous AI agents evolve from isolated chat assistants into multi-agent systems executing multi-step business logic across dat

Deep Tech Column #11: Advanced Web Architecture & AI Agent Optimization Exploring modern web standards, performance optimization, and agentic coding techniq

Building a Telegram Bot Bridge for Mobile Claude Agent Invocation Control your local coding agents by sending simple Telegram chat messages. Here is the archite

Ask an engineer to list their agent's failure modes and you'll hear about hallucinations, wrong tool calls, and bad JSON. Ask about time and you get a shrug. Ye

Let’s be honest. Building a business in Nigeria or across Africa today feels like sprinting through quicksand. The fintech landscape is exploding – and that’s f