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MODELS · 3 SOURCES · The Decoder · TechCrunch AI · WIRED AI

OpenAI launches Decisions API (public beta) using gpt-6-luna

OpenAI introduced the Decisions API in public beta, a service that evaluates text, images, or both and returns structured outputs (yes/no probabilities, category picks, or scale ratings). It uses only gpt-6-luna, is roughly ten times faster than the Responses API, charges $0.10 per million input tokens (output tokens free), supports zero-data retention and HIPAA-compliant use in the US and Europe, and comes alongside a simplified paid tiering (Build, Launch, Grow) with $500/$5,000/$200,000 monthly thresholds.

8.0

CODING · 1 SOURCE · InfoQ AI, ML & Data Engineering

Building a session-ordered Kafka pipeline in Go (InfoQ)

An InfoQ article describes a Go-based design for preserving per-session ordering over Kafka using consistent hashing, a two-level worker hierarchy, and one goroutine per active session. The author explains in-place retries, contiguous watermark commits, and operational hardening (rebalance draining, backpressure, idempotency, dead-letter queues) and reports the system has processed >40M production messages with no observed ordering violations and achieved >100k send-side messages/sec in tests.

5.0