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KROSOFT_2026

Focused software, internal tools, and Jira or Confluence apps for teams that need clearer ownership, fewer manual follow-ups, and systems that fit the way work actually moves.

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LATEST_AI_DIGEST

What Krosoft is tracking in AI right now

Digest summary

Agent Maturity Moves From Demos to Control Systems

Agent discourse is converging on control systems: state, authority, tools, observability, user steering, and shutdown paths matter more than demo autonomy. The strongest evidence came from practitioner talks on agent maturity, protocols, deployment infrastructure, and on-device LLM agents.

Source handle ai-engineer-don-t-build-slop-4-levels-of-ai-agen. Links to https://www.youtube.com/watch?v=yUmS-F9IX90.Source handle nate-b-jones-google-spent-a-year-stitching-mcp-a. Links to https://www.youtube.com/watch?v=zP6TnEiueEc.Source handle nate-b-jones-cloudflare-stripe-and-okta-decide-w. Links to https://www.youtube.com/watch?v=woGB2vr5wTg.Source handle ai-engineer-from-46-to-90-fine-tuning-tiny-llms. Links to https://www.youtube.com/watch?v=-TiET_K-E_g.Source handle ai-engineer-personalization-in-the-era-of-llms-s. Links to https://www.youtube.com/watch?v=5YSJEP0HWzM.Source handle departmentofproduct-substack. Links to https://departmentofproduct.substack.com/p/how-ubers-product-teams-built-a-prd.Source handle nitter. Links to https://nitter.net/karpathy/status/2056753169888334312.
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