Clioloop: An Open-Source AI Agent with Agentic Fusion
The problem with single-model AI assistants Most AI assistants give you one model's answer. If it's wrong, you catch it or you don't. If you use a che…
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Clioloop — The Open-Source AI Agent with Agentic Fusion
Clioloop — The Open-Source AI Agent with Agentic Fusion We just open-sourced Clioloop , an AI agent with a feature we're calling Agentic Fusion . I wa…
May You Get What You Asked For
Recently, while working on an in-progress open-source framework called Projector, I ran into a (not particularly novel) issue: one of it's internal pa…
We Built Deterministic JSON Ops for AI Agents — The Problem It Solves
Every AI agent that calls an external API hits the same wall. The response comes back as raw JSON, deeply nested, verbose, full of fields the agent do…
Understanding CoALA: A Cognitive Architecture for Language Agents (2023)
Note: This article is a summary and interpretation of the research paper Cognitive Architectures for Language Agents (2023) by Michael Sumers, Shunyu …
I built a persistent memory API for AI agents — and it's free
Every AI agent has the same problem. The moment a session ends, everything is gone. No memory of the user. No context from last week. No continuity. E…
Blocked is not failed: agents need boundary feedback
In part 2, I wrote about why tool access is not the same as impact permission. The main point was that an agent request should not automatically becom…
How to Actually Set Up Claude Projects That Most Users Don't Know
Most people treat Claude Projects like a folder with a label on it. They create a project. They give it a name. Maybe they write a sentence or two in …
Beyond Account Switchers: Wrapping CLI Agents into a Fully Autonomous Factory
Here is the detailed, deep-dive article tailored for DEV.to, written in a natural, highly technical style, completely free of icons, and designed to r…
I Run a Self-Improvement Loop on My OpenClaw Agent Every Night. Here's What I Learned.
Last month my OpenClaw agent kept making the same mistake: it would run a health check, the script would fail silently, and the agent would report "al…
Working With AI: What Actually Works For Me
I think a lot of people still imagine AI coding as opening ChatGPT, asking for code, and copy-pasting the result. That's not really how I work anymore…
My AI agents spend 10 minutes every night rewriting their own memory.
Every morning for three months, I re-explained myself to my coding agents. The same preferences. The same project structure. The same "no, we already …
Why multi-agent orchestration is harder than it looks
One AI agent answering a question is useful. Five agents that divide a complex task, pass state to each other, and act on live enterprise systems is a…
Your Spec Files Are Lying to You. Mine Were Too.
Preface I want to be upfront about something before we get into it. None of the frameworks in this article is mine. The ideas here come from two peopl…
The Human Is No Longer the Developer
I don't write much code anymore. Well, almost none. I've been building software for 25 years. Payment systems, document pipelines, bank software, high…
AI Isn't the Tool Anymore : You Are
Two years ago, I used AI the same way most people did, as a fancy search engine. It felt like a novelty. Fast forward to today, and that relationship …
Orbio raises $21 million to automate hiring and onboarding for frontline workers
Orbio announces $21 Million Series A in round led by Dawn Capital.
Why we open sourced our Slack agent (and what we learned about the AI coworker space)
We open sourced Centaur last month—a Slack agent we built for our own investing and engineering work. Over the past few months it's grown to 100-150 d…
hosted coding agents make observability a product feature
The laptop was never the interesting part of coding agents. It was just the first convenient runtime. Your laptop has the repository, the shell, the s…
The Heuristics Say Don't
A culture that only records its disasters ends up with a biased archive. Wars documented, plagues chronicled, collapses catalogued. The quiet decades …
@hazeljs/agent 1.0.1: Production Hardening for Real Deployments
We are shipping @hazeljs/agent 1.0.1 — a patch release focused on operational durability , resilience consolidation , and production observability . I…
[NEW] I spent 3 months teaching AI agents my codebase. They forgot by morning. Every. Single. Day.
Every morning for three months, the first thing I did was re-explain myself to my own tools. Not the code. The code was fine. I mean everything around…
AltiVerse: Simulating Alternate Realities for Real-World Decisions
Github: https://github.com/LeoTheAIDev/Altiverse What if you could test a major decision before actually making it? Not with a spreadsheet. Not with a…
What is an AI Employee? A Practical Definition for 2026
Most "AI agent" products in 2026 are GPT wrappers with a nice UI. They respond to prompts. They don't run in the background. They don't have KPIs. The…
GhostPR : MCP For Future
AI coding assistants are becoming very good at reading code. But they still struggle with something humans rely on constantly: understanding why the c…
Coding Agents over Telegram, Part 1: Topics Are Agents
You already run coding agents (opencode, Codex, Claude Code) in tmux on some remote box: a dev server, a cloud instance, a GPU node. They work. The pr…
AI Agents
AI Agents: Why Simple Chains Beat Complex Orchestration I've built nine AI features into CitizenApp, and I keep seeing the same pattern: developers ge…
Support Threads That Span Days: Agent Memory via Email
Most conversational state management assumes the conversation is happening — a chat session, a websocket, a context window. Email breaks that assumpti…
BoxAgnts Tool System (6) — Multi-Provider Adaptation and the Agent Query Loop
BoxAgnts' tool system, from the bottom-level WASM sandbox to the top-level Tool trait, has solved "how tools run safely." But tools ultimately need to…
LocalAnt: using ChatGPT as the brain and your local computer as the hands
I have been building LocalAnt , a local-first MCP gateway for ChatGPT. GitHub: https://github.com/yuga-hashimoto/localant The goal is to make ChatGPT …