Tag: #versioning
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 8 posts
Harness Fingerprints and Versioning — Making Unrecorded Changes Traceable
The success rate moved with no prompt commit and no model change — so what do you roll back? Part 7 of the harness engineering series covers the harness fingerprint: a single normalized hash summarizing every decision th
2026-08-12 · 5 min read #llm#agent#harness-engineering#하네스엔지니어링#AI에이전트The Version After MySQL 9.7 Is 26.7 — How MySQL and MariaDB Tidied Up Their Release Models in Spring 2026
On April 21, 2026, MySQL 9.7.0 shipped as GA, opening a new LTS line for the first time in almost two years since 8.4 — and that same month, Extended Support for MySQL 8.0 ended, dropping it into Sustaining Support. Then
2026-07-16 · 20 min read #mysql#mariadb#database#versioning#devopsCRD Design and Versioning — Schema, Validation, and Conversion Webhooks
A CustomResourceDefinition is an API contract that outlives the code around it. This deep dive walks through OpenAPI v3 schema design and CEL validation, multi-version strategy and storage versions, conversion webhook im
2026-06-15 · 16 min read #kubernetes#operator#crd#versioning#conversion-webhookAPI Design Complete Guide — REST, OpenAPI, Versioning, Pagination, Idempotency, Webhooks (2025)
REST Maturity, OpenAPI 3.1, Versioning, Pagination (Offset/Cursor/Keyset), Idempotency Key, Rate Limiting, Webhook retries, AsyncAPI — the 2025 state of API design.
2026-04-15 · 10 min read #api#rest#openapi#webhook#versioningAPI Versioning & Evolution Strategy Complete Guide 2025: Breaking-Change-Free API Evolution, Deprecation, Sunset
Everything about API versioning! URL/Header/Content negotiation strategies, breaking vs additive changes, Semantic Versioning, deprecation policy, Sunset header, GraphQL versionless approach, case studies of Stripe/GitHu
2026-04-15 · 12 min read #api#versioning#evolution#breaking-changes#deprecationFlyway & Database Migration Complete Guide 2025: Schema Versioning, ORM Integration, Zero-Downtime Deployment
Everything about DB migration! Flyway (version-based), Liquibase (changeset-based), ORM migrations (Prisma/TypeORM/Alembic/Django), zero-downtime schema changes, rollback strategies, CI/CD integration, K8s migration best
2026-03-25 · 26 min read #flyway#database-migration#schema-management#orm#liquibaseREST API Design Best Practices 2025: Naming, Versioning, Error Handling, Pagination, Security
Everything about REST API design! Resource naming, correct HTTP method usage, status codes, error response standards, pagination (Cursor vs Offset), versioning (URL vs Header), authentication (OAuth2/JWT/API Key), OpenAP
2026-03-25 · 19 min read #rest-api#api-design#http#pagination#versioningREST API Design Best Practices 2025: Essential Principles and Patterns Every Developer Must Know
Everything about REST API design in one post! Richardson Maturity Model, URL naming conventions, HTTP method semantics, status code strategy, pagination (Cursor vs Offset), error handling (RFC 9457), versioning, Rate Lim
2026-03-23 · 22 min read #rest-api#api-design#openapi#swagger#versioning