Anthropic is adding machine-readable marks to Claude-generated text. I wrote a two-part series on how statistical text watermarking works—and what detecting one actually proves:
blog.gaborkoos.com/posts/2026-08-…
blog.gaborkoos.com/posts/2026-08-…
#AI #LLM #Watermarking
- Files live outside your database and the two can disagree. This post covers partial uploads, presigned URLs, CDN caches, cleanup, and recovery. blog.gaborkoos.com/posts/2026-08-… #SoftwareEngineering #DistributedSystems #SystemDesign #ReliabilityEngineering #BackendEngineering
- Your JSON is lying to you: numbers change, properties vanish, and types collapse at system boundaries. blog.gaborkoos.com/posts/2026-08-… #JavaScript #JSON #WebDev
- Beyond Happy Path Engineering: Databases Transactions, constraints, replicas, migrations - the database is only dependable until it's shared, busy, and racing. gaborkoos.com/posts/2026-08-… #databases #backend #softwaredevelopment #reliability

