5 articles
· 2 min read
The 2026-07-28 spec release candidate kills sticky sessions, adds real auth, and makes remote MCP servers deployable like any other web service. Finally.
#mcp#agents#infrastructure
· 1 min read
The fine-tuning API winds down in three gates through January 2027, and one of them already closed this month. The dates, the loophole, the exits.
#fine-tuning#openai#deprecations
· 3 min read
OpenTelemetry's GenAI conventions finally standardize token and cost telemetry. Instrument now or meet your bill the way we all met AWS bills, screaming.
#observability#cost#tooling
· 2 min read
Six months of running model review on every PR. The findings, the false alarms, and why it reviews the diff but never the decision.
#code-review#tooling#agents
· 2 min read
Token streaming makes chat feel alive and dashboards feel broken. Where streaming earns its complexity and where buffering is the adult choice.
#streaming#ux#api
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