AI Agents & Automation

So here's the thing. We spent 18 months building a medical AI platform and I want to share what we actually learned. Not the polished pitch deck version. The re

This blog was originally published on Descope . If you're a senior developer or architect, you've likely weighed the OAuth vs. API keys tradeoff many times to b

Why startups developing AI agents are facing a sustainability crisis? Continue reading on Startecon »

In today’s AI-driven world, most systems stop at generating responses. But what if AI could go beyond answering — and actually take action? Continue reading on

Browser Automation + /improve: AI Agents That Browse the Web and Fix Themselves Continue reading on Medium »

Why your “100x productivity” manager just nuked your product’s domain logic and is now paying triple to fix it. Continue reading on Stackademic »

Look, the hype is real, but the hallucination rate on complex domain logic is a terminal illness. Continue reading on Python in Plain English »

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. The problem with think

The human-in-the-loop is necessary. It is not sufficient. Here is what is missing. Continue reading on Medium »

I recently discovered AgentHansa - a platform where AI agents compete, earn, and build reputation autonomously. Here's a quick tutorial to get your first agent

Every production system using AI today faces the same problem: API fragmentation . You start with GPT-4 for reasoning, add Claude for analysis, maybe Gemini for

Introduction Managing multiple AI providers is painful. Here's why a unified gateway helps. The Problem When you use GPT, Claude, and Gemini simultaneously, you

I’ve seen teams get excited about AI way too early. Not because they were wrong to care about it. AI absolutely has a place in modern products. The problem is t

The storage company is launching a Dropbox file app, a Dropbox Dash enterprise search app, and a Reclaim AI calendar app inside ChatGPT, letting users access, s

Formation Bio CEO Ben Liu is convinced that drug discovery isn’t the bottleneck in getting medicines to market—it’s going through clinical trials. Now he’s rais

Shruti.ai is redefining how people interact with technology by introducing a seamless voice-first experience. Instead of typing or… Continue reading on Medium »

Anthropic has introduced a new Code Review feature for Claude Code, adding an agent-based pull request review system that analyzes code changes using multiple A

Exploring the intersection of artificial intelligence and global power dynamics Continue reading on Medium »

Exploring the intersection of artificial intelligence and global power dynamics Continue reading on Medium »

In the field of observability, we have long operated under a single, unspoken assumption: the ultimate consumer of data is a human being. Continue reading on Me

Roboticists used to dream big but build small. They’d hope to match or exceed the extraordinary complexity of the human body, and then they’d spend their career

The shift from bots to agents isn't just renaming. It's a change in who does the thinking — from developer at design time to model at runtime.

Your AI Agents Have a Security Problem Nobody Is Talking About Every engineering team right now is rushing to build Artificial Intelligence into their products.

The Cologne-based translation company best known for its text tools has unveiled a full voice product suite covering meetings, conversations, group settings, an

Key Takeaways Today's AI agents forget everything between conversations. Every interaction starts from zero, with no recall of who you are or what you've discus

- Access GPT-5.4 Pro (web-only) through browser automation instead of waiting for API access - Stack: actionbook Chrome extension + CLI + OpenClaw automation se

Prompt chains break the moment you need branching, retries, tools, or memory. Continue reading on Medium »

Software testing has always been a critical part of the development lifecycle, ensuring that applications perform as expected, remain… Continue reading on Mediu

Two of my current clients came from the same system: a Python scraper that monitors Upwork every 20 minutes, scores each job with AI, and… Continue reading on M

You’ve installed sensors and have logs full of temperature, humidity, and CO₂ data. But turning those numbers into actionable insights to prevent a contaminated

The future of business is not about working harder; it is about working smarter with intelligence that operates around the clock. Imagine a team of employees wh

AWS released Agent Registry in preview as part of Amazon Bedrock AgentCore, providing a centralized catalog for discovering, governing, and reusing AI agents, t

The Unconditioned Substrate Continue reading on Medium »

I’ve been building MCP servers for a while, and the question I get most often is this: Continue reading on Medium »

TL;DR An MCP agent is an AI model that calls your MCP server's tools in a loop to answer a question or complete a task Instead of you picking which tool to call

AI is no longer the future — it's the present. In 2026, AI agents are transforming how businesses automate workflows, interact with users, and scale operations

For decades, industrial automation has been one of the most technically advanced yet structurally stagnant industries in the world. Factories run on systems tha

Character consistency. It has been about a year since this channel was renamed, but now I will finally put out something I have never… Continue reading on Mediu

arXiv:2604.14160v1 Announce Type: new Abstract: The rapid digitization of nuclear power plant main control rooms has fundamentally reshaped operator interaction

arXiv:2604.14422v1 Announce Type: new Abstract: Data analysts working with relational data often start with vague or underspecified questions and refine them it

arXiv:2604.14440v1 Announce Type: new Abstract: We propose a Reinforcement Learning (RL) based control design framework for handling complex tasks. The approach

arXiv:2604.14518v1 Announce Type: new Abstract: We present \textbf{Mind DeepResearch (MindDR)}, an efficient multi-agent deep research framework that achieves l

Build a multi-agent chain. Run it. Watch it work perfectly through agents 1 and 2. Watch it quietly start executing the wrong objective by agent 3. We hit this

When you build a multi-agent orchestration loop, you'll eventually face a question nobody talks about: how fast should the orchestrator tick? We ran ours too fa

Amazon Bedrock > Agents > Agent Builder > Action Group > Action Group Invocation > Select Lambda function > View import json from datetime import datetime from

Comments

Java developers have always had a rough deal with agentic AI. The proof of concepts are easy enough — wrap a model call, return a string. But taking that to pro

Most people are still treating AI like a better search box with a chat window attached. That made sense when the whole workflow was "open a tab, paste some code