Self-healing OpenCrabs agents make automation more reliable by fixing phantom intent detection, improving tool-call parsing, and handling Telegram message timing. This article breaks down what changed and how to apply the same ideas to your own agent runs.
Agentic harness engineering discipline is about building a harness that tests agents like real software. This guide shows what to simulate, what to validate, and what to enforce.
Procore Acquires DroneDeploy is more than a headline. Learn what could change for aerial data workflows, data formats, approvals, and permissions.
AI tools are getting smarter fast. But recently, reports mentioned an outage linked to “elevated errors” across [Read more]
SEO_FOCUS_KEYWORD: agent run safety SEO_TITLE: Agent Run Safety With Bang Operator and Supervisor Mode SOCIAL_TITLE: Agent run [Read more]
If you have ever run a self-hosted AI agent and thought, “Why did it fail again, and [Read more]
AI teams are starting to treat their prompt files like code, because they basically are. The new [Read more]
OpenCrabs 2026 is one of the most interesting shifts in the AI world because it tackles a [Read more]
Agentic construction in 2026 is going from “cool demo” to real operations. Lately, reports have been pointing [Read more]
The OpenClaw release bot mindset makes AI releases safer with clear steps, required checks, and solid handling of messy inputs. Start with gates and test it like a system.