https://colaos.ai/blog/ Product notes, engineering updates, and essays from the ColaOS team. en Wed, 10 Jun 2026 00:00:00 GMT https://colaos.ai/blog/giving-an-agent-a-self/ https://colaos.ai/blog/giving-an-agent-a-self/ Tue, 09 Jun 2026 00:00:00 GMT Ethan Why memory alone does not make an AI agent feel like someone, and how Cola's self-reference system lets an agent grow through lived experience. ColaOS Agent OS Memory Self-Reference https://colaos.ai/blog/stop-asking-the-agent-to-remember/ https://colaos.ai/blog/stop-asking-the-agent-to-remember/ Tue, 09 Jun 2026 00:00:00 GMT Ethan Why agent memory should compete for context budget instead of merely storing more, and how Cola uses salience bookmarks and consolidation to keep the main agent focused. ColaOS Agent OS Memory Context https://colaos.ai/blog/prompt-caching-for-agents/ https://colaos.ai/blog/prompt-caching-for-agents/ Mon, 08 Jun 2026 00:00:00 GMT Mack Using the Claude API as an example, this post explains how prompt caching works for agents, what it saves, and how to keep cache hit rates high. Agent Prompt Caching Claude Engineering https://colaos.ai/blog/agent-harness-engineering-practice/ https://colaos.ai/blog/agent-harness-engineering-practice/ Sun, 07 Jun 2026 00:00:00 GMT 0xFango 0xFango explains how Agent Harness turns the deterministic parts of multi-repository agent workflows into explicit engineering protocols. Agent Agent Harness Engineering Multi-Repo https://colaos.ai/blog/vibe-cola-mod-design/ https://colaos.ai/blog/vibe-cola-mod-design/ Sun, 07 Jun 2026 00:00:00 GMT Xinbao The new Cola release introduces the Vibe Cola Mod. This post explains why it is not just coding inside chat, but a real coding workspace built on Mod, Scope, Session, and Runner abstractions. Vibe Cola Mod Product Design Architecture https://colaos.ai/blog/quality-signals-in-ai-agent-projects/ https://colaos.ai/blog/quality-signals-in-ai-agent-projects/ Sat, 06 Jun 2026 00:00:00 GMT Shuo How Cola QA connects pre-review, Eval, CDP, Prism, environments, reports, and release flow so quality signals can support real release decisions. QA Eval CDP Prism Release https://colaos.ai/blog/some-thoughts-on-pnpm-audit-fix/ https://colaos.ai/blog/some-thoughts-on-pnpm-audit-fix/ Fri, 05 Jun 2026 00:00:00 GMT LitoMore A look at how pnpm audit --fix behaves in pnpm 11, the difference between override and update modes, and the maintenance cost of minimumReleaseAgeExclude. pnpm Security Dependencies Maintenance https://colaos.ai/blog/colaos-windows-sandbox-design-evolution/ https://colaos.ai/blog/colaos-windows-sandbox-design-evolution/ Thu, 04 Jun 2026 00:00:00 GMT Gaoyang Gaoyang explains ColaOS's Windows fshook sandbox: from Detours-based file IO hooks to process confinement, policy delivery, logging, and violation feedback in production. Windows Sandbox Detours Security ColaOS https://colaos.ai/blog/from-all-hands-builder-to-ai-native/ https://colaos.ai/blog/from-all-hands-builder-to-ai-native/ Wed, 03 Jun 2026 00:00:00 GMT Zili Zili reflects on the shift from ListenHub to ColaOS: from AI-assisted development to making AI produce reliable engineering output in an AI Native team. AI Native Builder Engineering ColaOS https://colaos.ai/blog/a-year-chasing-ai/ https://colaos.ai/blog/a-year-chasing-ai/ Tue, 02 Jun 2026 00:00:00 GMT Kaibin Kaibin reflects on a year at MarsWave: moving from AI-assisted coding to engineers organizing context, defining tasks, and assisting AI in programming. AI Native Engineering Cursor Claude ColaOS