Hey everyone, Leo here from agntdev.com! Today, I want to dive into something that’s been buzzing around my brain for weeks, something I’ve been wrestling with in my own side projects: the often-overlooked art of agent memory management, especially in long-running or stateful agent systems. We spend so much time thinking about prompt engineering, tool
Author: Dev Martinez – Full-stack developer and AI tooling expert
The process of code review is a cornerstone of robust software development. It’s where bugs are caught, best practices are reinforced, and knowledge is shared among team members. Traditionally, this has been a manual, time-intensive human activity.
By Dev Martinez – Full-stack developer and AI tooling expert
In the fast-paced world of software development, tools that boost productivity and simplify complex tasks are invaluable. Artificial intelligence has made significant inroads into the developer workflow, offering assistants that can generate code, suggest improvements, and even
Author: Dev Martinez – Full-stack developer and AI tooling expert
As we stride further into the future of software development, the role of artificial intelligence in our daily workflows becomes increasingly central. For developers, the quest for efficiency and accuracy is constant, and few innovations have impacted
Hey everyone, Leo here from agntdev.com! Today, I want to talk about something that’s been on my mind a lot lately, especially as I’ve been wrestling with a few new agent projects. It’s about the “Dev” side of agent development, specifically, how we go about building reliable agents from unreliable parts. Yeah, you heard me.
Alright, folks. Leo Grant here, back in the digital trenches at agntdev.com. Today, I want to talk about something that’s been nagging at me, something I’ve seen pop up in forum after forum, Discord after Discord: the "build vs. buy" debate when it comes to internal agent orchestration. Specifically, I’m zeroing in on the orchestration
There’s a video of a robot at Figure’s lab making coffee. Not the “robot arm precisely follows a pre-programmed path to operate a Keurig” kind of making coffee. The kind where you say “hey, make me a coffee” and it figures out the steps — find the mug, identify the coffee machine, press the right
Building an AI startup in 2026 is both easier and harder than ever. Easier because the tools and infrastructure are incredible. Harder because competition is fierce and the landscape changes monthly. Here’s what you need to know.
Finding Your Opportunity
Vertical AI. The biggest opportunities are in applying AI to specific industries — healthcare, legal, finance,
Hey everyone, Leo here from agntdev.com! Today, I want to talk about something that’s been buzzing in my head for the past few weeks, ever since I got my hands dirty with a new project. We’re deep into 2026 now, and if you’re not thinking about how to make your agents truly autonomous with minimal
Finding the best AI for writing depends entirely on what you’re writing. A tool that’s great for marketing copy might be terrible for technical documentation. Here’s an honest breakdown of the best AI writing tools for different use cases.
Best Overall: Claude
Claude (by Anthropic) is the best general-purpose AI for writing. It produces natural, well-structured