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…
Loopcraft: Stop Prompting, Start Designing Loops
On June 7, 2026, Peter Steinberger — the creator of OpenClaw — posted twelve words that ricocheted across every AI engineering corner of the internet:…
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…
Inbox Zero, but the Inbox Belongs to a Robot
8:30 AM: you kick off the inbox-zero loop while the coffee brews. 8:35 AM: yesterday's 50 unread messages are sorted into four buckets, replies are dr…
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…
Every Step Was Allowed. The Sequence Was the Attack. (AI Memory Judgment, CLAIM-30)
Earlier this week I published CLAIM-29: permission is not purpose. An instruction can be fully authorized, fresh, and clean in shape, and still ask th…
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 …
Handling Email Replies in an Agent Loop
You built the outbound half of an email agent. It sends a well-crafted message, the recipient writes back six hours later... and your agent has no ide…
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…
Multi-Turn Email Conversations for LLM Agents
Day 0, 10:00 — your agent sends a demo follow-up. Day 2, 14:37 — the prospect replies with a question. Day 2, 14:39 — they send a second thought. Day …
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…
Stop Using 'Skills' for Brainstorming. Build a Hook Instead. 🛠️
You know that look? The one where you ask an AI coding agent to "just brainstorm a caching strategy" and suddenly— poof —it's implemented a Redis key-…
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…
I Scanned 492 MCP Servers Exposed to the Internet. Here's What I Found.
Over the past few weeks, I've been spending a lot of time looking at the security of AI agents. Not the models themselves. The infrastructure around t…
Workflow Engine NEO trials are self-serve now, and your coding agent can grab one too
You can grab a Workflow Engine NEO trial key yourself now, no email thread. Go to trial.workflowengine.io , type a business email and a company name, …
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…
Identity, Rules, Soul: The Three Layers That Shape an EClaw Bot
A bot you can talk to is easy. A bot that stays in character across sessions, refuses to do the wrong things, and remembers what kind of agent it is —…
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…
We Invented an Oil Company (On Purpose)
We invented an oil company. It doesn't exist. No rigs. No wells. No employees. Just five fields, forty wells, five hundred people, ten rigs, a hundred…