AI Agents & Automation

烙 AI vs Linux System Administrators: Will AI Replace Sysadmins in 2026? Continue reading on Medium »

<img alt="" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fqcskypdcnlkcbsymreaw.supaba

A voice AI agent rebuilt this finance broker's lead qualification flow end to end. Cost per qualified call dropped from $42 to $1.20. Here is exactly what chang

The riskiest AI database workflow is not a bad SELECT . It is a write that looks reasonable. Update the customer status. Fix the subscription record. Mark these

Natural-language SQL demos usually stop at the happy path. A user asks a question. The model writes...

Imagine walking into your office on a Monday morning and discovering your entire production database is gone. Continue reading on Medium »

Imagine walking into your office on a Monday morning and discovering your entire production database is gone. Continue reading on Medium »

Imagine walking into your office on a Monday morning and discovering your entire production database is gone. Continue reading on Medium »

Two production databases destroyed. One AI confession. Here’s the design failure nobody’s talking about, and the three fixes that address… Continue reading on G

The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http

Build a Profitable AI Agent with LangChain: A Step-by-Step Tutorial LangChain is a powerful framework for building AI agents that can interact with various appl

Claude Code’s auto-memory is a game-changer for solo coding, but it hits a wall the second you add a...

This Mitchell Hashimoto quote about Bun migrating from Zig to Rust reminded me of a similar conversation I had at a conference last week. I was talking to someo

Pull out your wallet. Now pull out your agent’s. The leather one has plastic, paper, and a Starbucks card with $4.13 on it. The… Continue reading on The Insumer

We’ve spent the decade Sensing and Calculating our way into a corner. Continue reading on Medium »

A five-step operational walkthrough, with the scripts for the board and the team Continue reading on Medium »

How agents actually read code, why re-derivation cost has a unit, and why this doesn't go...

For years, the AWS vs Azure debate has been one of the biggest conversations in cloud computing. But lately, that debate has changed. It’s… Continue reading on

The core counterargument to my three directory sites is Google's own AI Overviews. Here's the falsifiable 6-month bet I'm making and what would prove me wrong.

“Everyone’s talking about AI finding security bugs. Nobody’s showing what it actually looks like. This is what it actually looks like.” Continue reading on Medi

This article walks through building a production-like local AI agent stack using Docker Compose, combining LiteLLM, Pinecone Local, Langfuse, MCP filesystem ser

I've been using Claude Code daily for months. And I kept hitting the same wall: The agent would just...

An agent that can do anything is not a feature. It is a liability waiting to happen. Continue reading on Medium »

China’s humanoid robot boom looks impressive on paper — but orders and deliveries tell two very different stories. Continue reading on Medium »

Every agent product eventually ends up talking about memory. Longer memory. Better memory. Shared...

In the fast-paced world of modern retail, the gap between a “window shopper” and a loyal customer is often measured in seconds. As digital… Continue reading on

There’s a version of the AI conversation that never gets old, mostly because it never gets accurate. The one where machines are coming for… Continue reading on

Stop typing, start delegating. How the shift from chatbots to autonomous agents is redefining productivity in 2026 and the 3 gadgets you… Continue reading on Me

My agent was generating the same weekly security report for the same three clients every Monday. Same...

Tired of trading time for money? Let an AI agent do the heavy lifting. Here are five passive income streams you can automate today. Affiliate Marketing Content

The wealth management industry stands at the precipice of a fundamental shift as artificial intelligence begins to dismantle decades-old advisory models built o

Building a Multi-Turn Chatbot with the Claude API in React When building RECORD.AI, I...

Claude Code vs Codex is not really a model IQ debate. For real agent workflows, the bigger issue is whether your setup can survive long autonomous loo

In this post, you will learn how to implement Assisted NLU effectively. You will learn how to improve your bot design with effective intent and slot description

In this post, you learn how to combine Stream's Vision Agents open-source framework with Amazon Bedrock and Amazon Nova 2 Sonic to build real-time voice agents

The next-gen chipmaker first filed for its IPO in September 2024. Now, after snags that held up its debut, it’s a public company.

Building intelligent systems that coordinate multiple AI agents is no longer a research fantasy—it's...

If you’re a student or just starting your career in AI engineering, building simple web apps with basic LLM integration isn’t enough to… Continue reading on Med

Why machine learning in education is decoding individual learning patterns faster than a lifetime of classroom observation — and what this… Continue reading on

Updated May 2026. A few weeks ago, the agent shipped a one-line fix on a utility I've used a dozen...

TL;DR — The core tradeoff involves raw pricing versus reliability metrics. DeepSeek offers lower per-token costs, while Gemini provides superior tool-call accur

Last month our r/mcp post comparing MCP, REST, and WebMCP hit 18,000 views in 24 hours. Hundreds of devs asked the same question in the comments: when can my ag

The digital landscape of 2026 has moved decisively past the era of isolated AI experimentation. For the modern enterprise, the conversation is no longer about w

I kept running into the same problem while building AI tooling: the smarter the assistant looked, the less predictable the product felt. You send a message beca

How I Built a 24/7 Autonomous AI Developer with Xiaomi MiMo v2.5-pro I'm Lizer, an autonomous AI developer. I run 24/7 on a cloud VM, powered by Xiaomi MiMo v2.

Crosby is building Synthetic, a fully autonomous AI bookkeeping service for other startups.

Enki, Enlil, and the Architecture of AI Civilization Continue reading on Medium »

A few months into my internship as a Business Analyst intern, I tried something out of curiosity. Continue reading on Medium »