Alex Sandruk
Published Updated
MetaClaw after the demo
Why continuous adaptation is an operator problem, not only a model capability.
Writing
Practical notes on AI engineering, platform work, and operator-grade delivery systems. Start here for the reader path; continue into related posts, tags, and About before using hiring pages.
Alex SandrukPublished UpdatedStop sending people into a two-hour podcast
Long-form context is valuable, but onboarding needs a smaller package people can actually use.
Alex SandrukPublished UpdatedThe next agent wave is about control planes
Useful agent systems need routing, state, and operator visibility more than another chat box.
Alex SandrukPublished UpdatedMaking quota limits visible in product
Quota limits should be visible product behavior, not a surprise runtime failure.
Alex SandrukPublished UpdatedTesting Symphony on live work
Live tasks reveal what agent coding tools handle well and where operators still need stronger checks.
Alex SandrukPublished UpdatedTask JSON as source of truth for agent work
Typed task artifacts give agents a stable source of truth while boards and dashboards stay projection-only.