8bit.tr Journal
Operations
3 articles tagged with Operations.
January 1, 2026
Tool Reliability Engineering: Retries, Idempotency, and Failure Taxonomies
A practical guide to making tool calls reliable in LLM workflows with retries, idempotency, and error handling.
December 3, 2025
Shipping Fast Without Burning Out: A Sustainable Release Rhythm
A sustainable release rhythm for small teams: weekly cadence, focus rituals, quality systems, and energy-aware planning.
December 1, 2025
LLM SLO Engineering: Defining Reliability for AI Systems
How to define SLOs for latency, accuracy, and safety in LLM-powered products.