AI agent security: 10 checks before shipping
AI agent security starts with verified behavior. Use 10 checks for prompt injection, permissions, sandboxing, regression tests, and shutdown controls.
Zentask Blog7 min read
agent
27 stories
MCP vs A2A vs ACP: The Three Protocols Every AI Agent Stack Needs
MCP connects agents to tools. A2A makes agents talk to each other. ACP connects them to editors. Three protocols, three layers — what each does, and when.
Zentask Blog5 min readYour Agent Gets Instincts: Octomind 0.54 and What's New in the Cloud
Octomind 0.54 hands quick calls — which skill fits, is the agent really done — to Jev, a small model that answers in under a second. Plus new models and more.
Zentask Blog7 min readOctomind vs Replit Agent: Replit Alternative or a Different Kind of Builder?
Compare Octomind and Replit Agent on app generation, hosting, persistent workspaces, model control, pricing, channels, and automation.
Zentask Blog8 min readMLCommons Agent Reliability Profile Named a Finalist in Global Agentic Regulator Hackathon
The Financial Services Working Group's flagship initiative advances to the final round of the C:>DIR Global "Agentic Regulator" Hackathon, with winners announced September 18.
MLCommons3 min readOctomind vs OpenCode: Choosing Between Provider Freedom and Agent Infrastructure
Octomind as an OpenCode alternative, grounded: same-model octobench results on tokens and cost, plus models, persistent machines, channels and automation.
Zentask Blog11 min readTokenmaxxing: Why Your AI Agent Bill Exploded in 2026
Uber burned its 2026 AI coding budget by April. Gartner says agents use 5–30x more tokens than chatbots. Why bills spiral — and how to finish for fewer.
Zentask Blog5 min readHarness Engineering for Self-Improvement
The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965), where he defined an “ultraintelligent machine” as a system that can surpass humans in all intellectual activities and design better machines to improve itself.
Lil'Log (Lilian Weng)29 min readIntroducing Cue-Pro: a bird's-eye view of your edit predictions
We upgraded Cue with repository-level edit sequences that keep you in flow
Trae Blog2 min read
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