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My personal daily routine
Update: I have made several updates to my routine in the last 6 months and the content represents the most current version.
Feb 12, 2023
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Ruslan Belkin
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Data Is the Control Surface for LLMs and Agents
A technical essay on data preparation, curation, mixtures, context engineering, and verifier-backed RL
Jun 9
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Ruslan Belkin
Updated workout routine - Part 3
4-week hybrid strength / power / agility block
May 9
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Ruslan Belkin
Reliability knobs for agents
Spring 2026 update
Mar 30
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Ruslan Belkin
The Verifier–Compiler Loop: Turning Human Preferences into Production Agent Judgment
Why verifier–compiler loops matter more than another prompt patch
Mar 9
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Ruslan Belkin
2
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Agent reliability
A narrow look at what the last ~90 days of research is teaching us
Jan 26
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Ruslan Belkin
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Control knobs from recent LLM papers
January 2026 Update
Jan 20
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Ruslan Belkin
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Notes on Product Development Process?
“When a number of people concentrate on a single thought, they can compel the world to accept it.” — Paramahansa YoganandaThanks for reading The…
Nov 21, 2025
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Ruslan Belkin
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The Equation
Achieving balance for optimal performance
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