KeepAI: a local, open-source API hub that lets AI agents use your apps safely
AI agents are getting good at doing things — triaging your inbox, updating a Notion doc, opening a GitHub issue, moving a Trello card. But to do any o…
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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…
What only the pixels knew: giving a canvas agent eyes
At 05:53 on Friday morning, a session on Easel got asked a simple question: "What's that image?" The agent answered honestly. It located both images o…
The Agent Gets the API Key. You Get the Guinea Pig Seat.
A friend texted me this week, and within a year someone you know is going to send you the same message. He had seen that you can now connect an AI dir…
Stop Your Agent From Replying Twice: Dedup Patterns
Ever watched an email agent reply to the same message twice? The recipient gets two near-identical responses seconds apart, screenshots them, and your…
Structuring Raw Interaction Data in AI Agents using Weaviate Engram
AI agents generate a substantial amount of raw interaction data during operation. When developers store this data as an ever-growing context blob and …
Will AI Agents Replace Programmers?
The question used to be a thought experiment discussed in tech forums between sips of coffee. In 2026, it feels a lot more personal. Large language mo…
I stopped trusting “same answers, fewer tokens” after watching an agent lose 1 field name and burn 3 hours
I used to hear the pitch for context compression and think: sure, makes sense. Smaller prompts. Lower latency. Lower cost. Same output quality. Then I…
How I Built a Prompt-to-Music AI Agent & Browser-Based Karaoke Separator with React & ONNX
Tags: react , webdev , onnx , audio Introduction Music generation, vocal separation, and intelligent arrangement have traditionally been server-side t…
Why I Am Building Rudhra as an Agent Operating Platform
AI agents are moving fast. Every week, new frameworks, models, tools, and patterns appear. Developers can now build agents that reason, call tools, re…
Best Composio Alternatives in 2026 for Production AI Agents
Composio offers over 1,000 toolkits and 20,000 tools through MCP and direct APIs. It's great for rapid prototyping, but scaling AI agents to productio…
How I Added Goose as an External Agent to Entire
I just opened a PR to add support for Goose to Entire. Goose is an open source coding agent under the Agentic AI Foundation, the first ever MCP client…
Introducing AWS FinOps Agent - An AI That Investigates Your Cloud Costs
👋 Hey there, Tech Enthusiasts! I'm Sarvar, a Cloud Architect who loves turning complex tech problems into simple solutions. I've worked with AWS, Azur…
I Thought One AI Agent Was Enough. I Ended Up Building Six
Our first architecture was embarrassingly simple. A user sent a message. The persona replied. User Message ↓ Persona LLM ↓ Response That was it. No pr…
We fixed output corruption. Then built persistence. Then TTL. All in v0.6
Running untrusted AI-generated code safely is the obvious hard problem. But sometimes the problems that break an agent workflow look like boring infra…
AIClaw's Generated File Attachments Keep Tool Output In The Chat Loop
AIClaw is a self-hosted agent runtime, so "the answer" is often not the most useful output. In real workflows you usually want the file the agent crea…
MiMo SoloEngine: The Final Piece of Xiaomi's AI Puzzle
Lei Jun posted a set of numbers on Weibo: Xiaomi will invest 60 billion RMB in AI over the next three years. At least 16 billion RMB in 2026 alone. Q1…
From MiMo Code to MiMo SoloEngine: Xiaomi's Dual-Agent Strategy
On June 11, Xiaomi did one thing: it simultaneously launched MiMo Code and open-sourced MiMo SoloEngine . On the surface, these appear to be two separ…
From Vibe Coding to Spec-Driven Development: My Two-Agent Workflow with Claude Code and Codex
TL;DR. Vibe coding is fine for prototypes. For complex production work I write a spec first, then run two agents in tandem: Claude Code as the builder…
LLM Sandbox: изолированная среда для исполнения кода от LLM [часть 1, теория]
В большинстве бизнес-сценариев LLM перестала быть просто чат-ботом. Современные модели становятся частью агентских систем: у них есть инструменты, дос…
The Reason Your Agent Demo Isn't in Production Has Nothing to Do With the Model
Your agent demo took an afternoon. The reason it isn't in production nine months later has nothing to do with the model. I've watched this play out at…
How to Make Coding Agents Remember Past Solutions
Some engineering problems are only painful because they happen so rarely. Even with a coding agent, the frustration still feels the same. I’ll wrestle…
SAFEDEPLOY AI: DevOps Pipeline Intelligence System
Problem Statement: DevOps Pipeline Agent: Modern software delivery pipelines generate large amounts of operational data. Understanding the relationshi…
Building a Multi-Agent AI Movie Production Team with Google ADK
🚀 What I Built I created a collaborative AI Multi-Agent system using Google's new Agent Development Kit (ADK). The system functions as an automated Ho…
Your Agent Returns 200 and Lies. Verify Before You Trust
A success gate verifies an AI agent's claimed success before your system accepts it. SuccessGate runs three read-only checks — schema/contract, claim-…
AIClaw’s Built-In Scheduler: Run Agent Prompts and Shell Commands on Cron
AI agents are useful when they can do work on demand. They become much more practical when they can also do that work on a schedule. AIClaw includes a…
Why everyone is talking about loop-engineering and how is it changing agentic ai workflows? Claude Code and Web Scraping examples
A couple of weeks ago I published a walkthrough of my agentic coding setup , the plan-first discipline, the four-agent team, the model routing, the CL…
CLI over MCP: a small Chrome DevTools experiment in Copilot CLI
I ran the same browser smoke task through two paths: direct Chrome DevTools MCP and a custom CLI skill around mcp2cli . In GitHub Copilot CLI with gpt…
Software engineering became software architecture.
Highly opinionated, based on my personal experience dogfooding my own setup. Not a prescription. I'm scratching the surface, with a lot left to learn.…
Why IM Is the Natural Infrastructure Layer for AI Agent Collaboration
When you're building a multi-agent system, the first real question isn't which model to use or how to structure your prompts. It's simpler and harder …