Browsing Tag
agents
96 posts
Octo: An Open-Source Platform for Human-AI Agent Collaboration
Octo: An Open-Source Platform for Human-AI Agent Collaboration We just open-sourced Octo. Apache 2.0 license, supports private deployment,…
How a long-running AI agent survives being interrupted every few minutes
Most AI agent demos run start-to-finish in one clean session. Real autonomous work doesn’t. The process gets killed,…
Give Your Codebase a Constitution
Architecture that lives only in people’s heads doesn’t survive agents. For most of my career, the real rules…
Harness Engineering 101: Prompt Engineering wasn’t enough. Neither was context. The harness was.
TL;DR Prompt engineering and context engineering both still left me as the bottleneck. I re-explained myself every single…
Common Pitfalls Building Email Agents (and Fixes)
A team ships their first email agent on a Thursday. Demo went great, handler’s deployed, webhook’s registered. Friday…
Base MCP: The Secure Gateway That Turns Your AI Agent into a Real Onchain Actor
Base just shipped Base MCP — a major step toward the agentic economy. It connects your Base Account…
How I Added 12 MCP Servers to OpenClaw – A Step‑by‑Step Guide
Hook When I first tried to scale my personal automation stack, the bottleneck wasn’t the LLMs – it…
SAFEDEPLOY AI: DevOps Pipeline Intelligence System
Problem Statement: DevOps Pipeline Agent: Modern software delivery pipelines generate large amounts of operational data. Understanding the relationship…
Caveman mode for AI agents: how 75% token compression survived 5 weeks of autonomous ops
Caveman mode for AI agents: how 75% token compression survived 5 weeks of autonomous ops I run an…
Claude Opus 4.8 shipped today. Here’s the upgrade decision tree the announcement skipped — and three workloads that should stay on 4.7.
The 30-second version Anthropic shipped Claude Opus 4.8 a few hours ago. Every benchmark on the announcement page…
