Gemini 3.7 Flash debuted with a 65.3% DeepSWE v1.1 score, up from 49% on 3.6 Flash, and better handling of stalled code‑agent loops. It adds three “thinking_level” modes and launches at half the prior API price, though rates double in 2027, so teams can test higher‑quality agents without breaking the bank.
Switchyard is a Rust library and proxy that translates between OpenAI Chat, OpenAI Responses, and Anthropic Message formats, letting you route requests to vLLM, NVIDIA NIM, Ollama, or any OpenAI‑compatible endpoint. It adds Prometheus metrics and pluggable routing algorithms, making multi‑model A/B testing and signal‑driven routing easier for developers building AI‑powered apps.
A new guide shows how to pipe Kyverno admission‑controller results into VictoriaMetrics, exposing policy decisions as Grafana‑compatible metrics. Teams get instant visibility into rule failures, turning security checks from opaque blocks into actionable telemetry and merging compliance with existing observability stacks.
SpiderFoot is an open‑source OSINT engine that pulls data from over 200 modules, DNS records, dark‑web leaks, and more, via a web UI or CLI. Security teams can map an attack surface before a test or continuously monitor what the internet reveals about their own assets. Built in Python 3, MIT‑licensed, and Docker‑ready.
You’re caught up.
That was all 4 stories in the 15 August issue.