The Agentic Lair
The Agentic Lair
Every time you open a new session with an AI coding tool, it starts from zero. It does not know what you decided yesterday, what failed last week, or what comes next. You have to explain the project again. And…
AI Update & More Continue reading on Medium »
How the /memory-doctor agentic skill can help you audit and tidy up your AI agent’s memory. Continue reading on Artificial Intelligence in Plain English »
Nous Research has added a Blank Slate setup mode to its open-source Hermes Agent. It inverts the usual onboarding. Instead of a fully loaded default, you start with almost nothing. Hermes Agent is the self-improving agent framework from Nous Research.…
Companies such as OpenAI, Anthropic, Google DeepMind, Meta, and xAI are no longer ordinary software vendors. Continue reading on Lampshade of ILLUMINATION »
Real estate developers, property companies, and investment teams often spend heavily on websites, visual assets, paid campaigns, local SEO… Continue reading on Medium »
The Semantic Chunk Workbench test app, available on the OutSystems Forge. Continue reading on Medium »
Every time I started a new AI chat session, it read my entire codebase. 50 files. Thousands of tokens. On every single message. Whether I was asking about authentication, database schema, or a single UI component — the AI read…
The AI agent had one job: pay approved vendor invoices, so the finance team could stop doing it by hand. On a Tuesday morning, it picked up invoice #4471 from a freight vendor Ksh48,000, stamped Approved in the company’s ERP,…
SaaS companies are entering a new visibility cycle. Many teams still invest in strong websites, technical SEO, product content, comparison… Continue reading on Medium »
The invoice arrived on a Tuesday morning. $340. For a side project I’d built in a weekend. A small LLM-powered summarization tool — users paste text, model returns a summary. I’d done the math before launching: roughly $0.002 per request,…
A finance bot kept issuing refunds in a loop because nobody built a way to stop it. Clean code. Sound logic. No off switch. A small bug became a long night. Here is the opinion most teams do not want…
As developers, we’ve all been there: you’re building a hobby project, a side hustle, or a microservice, and you need object storage. You look at AWS S3 or dedicated cloud providers, and the costs start adding up. Meanwhile, most of…
Hey dev.to community! 👋 Over the last few months, juggling my roles as a Project Manager, Scrum Master, and lead for QA, Support, and Documentation has been a wild ride. The sheer speed of “vibe coding”—a paradigm shift where the…
Durante mucho tiempo asocié el desarrollo de software con programar funcionalidades: crear entidades, armar controladores, conectar una base de datos, validar formularios y hacer que una aplicación responda correctamente. Sin embargo, durante el Trabajo Final de la asignatura Desarrollo de…
We’re sharing this update to inform YouTrack administrators about several security vulnerabilities that were recently identified and fixed in YouTrack. For YouTrack Cloud users, this post is purely informational – YouTrack Cloud has already been patched and no action is…
What if one part of your plugin should load only when a specific IDE functionality is available? Plugin Model v2 is now available as an experimental way to structure, package, and build plugins, and to support such scenarios in a…
If your team is using Bamboo, you’ve probably seen the news: Bamboo Data Center is being retired as part of Atlassian’s broader Data Center transition strategy. Support will continue for several years, but many teams have already started thinking about…
AI agents are getting very good at writing final reports. The problem is not only that they make mistakes. The problem is that sometimes they make mistakes with excellent presentation. Proofline is a 5-skill Markdown pack that catches fake-ready output…
When a Spring Boot service needs to talk to another service without waiting on a synchronous HTTP call, message queues are the usual answer. Apache Kafka has become the default choice for this in most backend teams, but a lot…
This is Part 13 of my series on the Microsoft Agent Framework. You can read the original post over on lukaswalter.dev. In the previous article, we looked at workflows. Workflows make sense when the process itself needs structure: state, checkpoints,…