SignalMesh: The Open Source Ambient Context Layer for AI Agent Fleets
99.97% cost reduction on context reads. 1.69µs retrieval. Drop-in with LangChain, CrewAI, AutoGen. The problem every multi-agent system has Your agent…
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SpaceX Acquires Cursor Maker Anysphere to Build an AI Coding Agent Model
SpaceX's acquisition of Anysphere, the maker of Cursor, signals a major shift in how we build software. Coding agents started as simple helper panels …
The LLM Is Not the Final Authority: Building Trust Infrastructure for AI Agents
The Problem Nobody Wants to Say Out Loud Most LLM agent deployments have a quiet assumption baked into their architecture: the model will behave. Not …
Phone AI Agent vs AI Agent Phone — Why Word Order Changes Everything (2026)
OpenAI announced an AI agent phone in April 2026. Qualcomm and MediaTek are building the silicon. The target is 300-400 million annual shipments. It s…
Building an autonomous Slack agent with OpenCode
Pipa , my operations agent running on OpenCode and living in Slack, came from a boring problem. The more I trusted coding agents with non-coding work,…
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…
Better Models Won't Fix AI Companions
I ran two small tests on AI companion behavior because I wanted to understand a question people keep circling around: Are AI companions bad because th…
Google's Open Knowledge Format is just Markdown in folders (and that's the point)
Last week Google Cloud published the Open Knowledge Format (OKF). It is a way to write down what a team knows so that AI agents can read it. Strip the…
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…
AGTP: A Home for Your Agents
You have built agents. They are in production. Some of them are doing important work. You are mostly sure of that. What you are less sure of: how many…
Top AI Agent Standards to Know in 2026
Protocols tell agents how to connect. Standards tell them what to know. As the agent ecosystem matures, a second layer of convergence is emerging: ope…
What I Learned Building an Autonomous Deal-Hunting Agent System
Over the past week I built a multi-agent AI system that autonomously scans the internet for bargains, estimates the true value of products using three…
Your AI Coding Agent Needs Scar Tissue
The most expensive AI mistake is not when your coding agent gets something wrong. It is when it gets the same thing wrong again tomorrow. That is the …
Loop Engineering: The Next Step After Prompt Engineering for AI Agents
Loop Engineering: The Next Step After Prompt Engineering for AI Agents The AI development landscape has undergone a fundamental shift. For years, prom…
🧩 Runtime Snapshots #17 — BaSS: Browser-as-Shared-Space
The #16 was about how a single agent perceives a page — vision, accessibility tree, or runtime structural perception — and why the third one wins when…
How I turned a static site into a fully agentic AI course site using MCP and AI agents
When we started building First Break AI , we had a constraint that turned out to be an advantage: we wanted a real course site — lessons, blogs, offic…
Decisions, dead-ends & dreams
Your AI assistant is sharp in the moment and blank by morning. Neonmem gives it a memory that lives with your project — and the interesting part isn't…
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 …
Building an AI SRE That Learns From Every Outage: Inside Nexus Sentinel
Every engineering team has experienced it. A production incident happens at 2 AM. An engineer joins the bridge call, opens dashboards, checks logs, se…
Least Privilege for AI Agents: One Identity, One Scope
A team ships a support triage agent on a Friday. It works beautifully for two weeks — reads inbound mail, drafts replies, files tickets. Then a prompt…
Your AI agent has amnesia. Here's the file architecture I use to fix it.
Most agents I build start life the same way: capable, fast, and completely amnesiac. They have no opinions, no voice, and they forget everything the m…
@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…
We burned 136 million tokens running an autonomous agent studio. Here's how we cut the bill ~90%.
We run a studio where AI agents work mostly unattended — they write code, ship sites, produce content, and keep going without a human in the loop. Run…
The Rule Held. The Boundary Moved Up. AI Memory Judgment, CLAIM-31: Verified Carryover Across Closes
In my last claim, a sequence got allowed that probably should have made you nervous. Thirteen refunds, split across two windows, with a close in betwe…
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…
Define the state of our agent
Meta: Learn how to eliminate LLM hallucinations in career coaching apps using Agentic Workflows and RAG, as seen in the architecture of CVChatly. The …
BoxAgnts Tool System (7) — Skill Templates, Agent Proxies, and Cron Scheduling
BoxAgnts' tool system, from WASM sandbox instruction-level isolation to the Tool trait's unified abstraction to the Provider layer's multi-model adapt…