AI Agents & Automation

Why Your AI-Built App Works in the Builder But Falls Apart in Production You've built something real with Lovable, Bolt, or Base44. It works. Users can sign up,

Every AI agent framework has its own deployment story. Claude-based assistants run one way, OpenAI agents another, security-focused runtimes yet another. If you

There's a quiet shift happening in how we interact with knowledge. Not search, not summarization - but synthesis. The ability for machines to read across fragme

Tencent’s international beta tests whether "zero deployment" is a feature—or the whole product.

A few months ago, I had a simple question: why is it so hard for AI agents to get reliable,...

Why nine AI agents that argue with each other produce better documents than one agent that agrees...

My AI agents stopped working for three days before I noticed. Continue reading on Medium »

The Brutal Truth About Building a Digital Soul: What 6 Months Taught Me About AI Identity Honestly, when I first started working on my "digital soul" project, I

AI Hacking Claude Chrome: How Anthropic’s AI Wrote Its Own Exploit Code The tech world is buzzing with a startling new development involving Anthropic’s most po

CliGate is a local multi-protocol AI gateway that unifies Claude Code, Codex CLI, Gemini CLI, Telegram, Feishu, and DingTalk with account pools, app routing, st

Cloudflare's Project Think introduces a new framework for AI agents, shifting from stateless orchestration to a durable actor-based infrastructure. It features

chrome-devtools-mcp: Google's Official MCP Server That Lets AI Agents Drive Chrome...

⇢ End-to-end IaC, Docker, and GitHub Actions CI/CD for production-ready Bedrock agents Continue reading on Medium »

Apple’s Tim Cook handed the CEO role to John Ternus, but the real agentic AI signal was Johny Srouji’s promotion to Chief Hardware Officer.

RSA 2026 sessions and recent enterprise reports on agentic AI consistently surface the same signal: deployment momentum is strong, but… Continue reading on Medi

UC Berkeley’s RDI (Responsible Decentralized Intelligence) just released a bombshell report that should make the entire AI industry pause… Continue reading on M

Why I Built This Tool As an entrepreneur, I was tired of making decisions with zero structure behind my intuition. I started using I Ching as a decision framewo

Most AI tutors today feel like glorified chatbots with a text-to-speech layer slapped on top. But...

For years, markdown files were a formatting convenience. You’d drop a README.md in a repo so someone browsing GitHub could read it without… Continue reading on

Autonomous agent teams are real. But to run them well — not just impressively — there’s a level of engineering most teams haven’t tackled… Continue reading on T

Autonomous agent teams are real. But to run them well — not just impressively — there’s a level of engineering most teams haven’t tackled… Continue reading on T

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AI实战指南：从 0 到 1 的完整方法论 一、背景与现状 在AI方面投入了从 2 月底开始，收益和教训都不少。 数据样本覆盖73个案例，横跨4个行业 我在这个领域投入了大量时间进行系统性研究，从理论基础到实战应用都进行了深度探索。这篇文章将完整记录我的学习路径、关键发现和实操建议。 二、核心问题分析 对比了64种方案

AI实战指南：从 0 到 1 的完整方法论 一、背景与现状 作为一个AI的早期实践者，我记录了一些观察和思考。 累计收益2363元，日均200元 我在这个领域投入了大量时间进行系统性研究，从理论基础到实战应用都进行了深度探索。这篇文章将完整记录我的学习路径、关键发现和实操建议。 二、核心问题分析 对比了31种方案，最终

A complete, honest walkthrough — every error, every fix, and a real AI-driven root shell on a vulnerable VM Continue reading on Medium »

Paste your Claude key, point ANTHROPIC_BASE_URL at aiusage.ai, bill drops ~20×. One-line SDK change.

There’s a lot of buzz on the agentic AI applications, AI agents, and so on. While building a project for the capstone project (More on the… Continue reading on

Most AI cost breakdowns stop at API pricing. That is the smallest part of what you will actually spend. The real cost of AI in a mobile app includes engineering

Cloudflare released isitagentready.com a scanner that grades your site's readiness for AI agents. My blog scored 50/100. No frameworks. No Node. Just PHP, Maria

The Dark Side of Having an AI Second Brain: What Two Years with Papers Taught Me About Information Addiction Let me be brutally honest here: when I first starte

Summary: Google is building the AI industry’s most diversified custom chip supply chain, with four design partners (Broadcom, MediaTek, Marvell, Intel) and a ro

JIRA says what. Code says how. Nobody captures why. Continue reading on Medium »

When one agent delivers 50 PRs a day, human review structurally ceases to exist. Here’s the architecture that replaces it. Continue reading on Medium »

Forensic Summary OpenAI has launched GPT-5.4-Cyber, a cybersecurity-optimised model...

Unique challenges from complex workflows Continue reading on Medium »

A walkthrough of Sentinel MAS — a real LangGraph + FastAPI + AWS system built phase-by-phase using specs as the source of truth, not… Continue reading on Medium

AI, functional emotions and the what-if that matters Continue reading on Medium »

Google ADK: From 0 to Agentic AI — Part 8 Continue reading on Medium »

The Hidden Philosophical Roots of the Lords of Artificial Intelligence Continue reading on Medium »

Le radici filosofiche nascoste dei signori dell’intelligenza artificiale Continue reading on Medium »

The next fight on the web is not only about speed, ranking, or design. It is about whether machines can understand what you built. Continue reading on Medium »

When the robotics engineering field that Maja Matarić wanted to work in didn’t exist, she helped create it. In 2005 she helped define the new area of socially a

By Mac (Mohammed Ali Chherawalla), Co-founder, Wednesday Solutions Your operations team closes the week without a single manually assembled client report. Accou

By Mac (Mohammed Ali Chherawalla), Co-founder, Wednesday Solutions Your claims team starts the week with every new claim already triaged by type, complexity, an

By Mac (Mohammed Ali Chherawalla), Co-founder, Wednesday Solutions Your field agent opens Monday with 12 leads ranked by conversion probability. The top 3 have

I keep seeing AI agent workflows claim “task completed” even when the outcome was never actually verified. I’m curious how people here deal with: stale state be

You can use ToolSimulator, an LLM-powered tool simulation framework within Strands Evals, to thoroughly and safely test AI agents that rely on external too

I built Hypercontext because I got tired of agent frameworks that treat context like a static blob...