Posted inArtificial Intelligence DevOps
Self-Hosted AI Agents: Architecture, Security, and Cost
A practical guide to self-hosted AI agent architecture, security controls, deployment choices, cost modeling, and safe rollout.
Posted inArtificial Intelligence
OpenAI Says AI Now Triages Almost All Its Initial Security Alerts
OpenAI says AI now triages almost all of its initial security alerts and is moving into bounded automated response, offering platform teams a useful but cautionary DevSecOps pattern.
Posted inArtificial Intelligence
DeepSeek’s New Peak Pricing Turns AI Traffic Scheduling Into a FinOps Job
DeepSeek has put V4 Pro into general availability and activated time-of-day API pricing, giving AI platform teams a new reason to schedule batch inference and monitor token costs by UTC window.
Posted inArtificial Intelligence
Google Puts Gemini 3.7 Flash Into Production at Half Price
Google has made Gemini 3.7 Flash generally available for coding and AI agents at temporary half-price rates, giving platform teams a lower-cost migration window with new API requirements.
Posted inArtificial Intelligence
AI DevOps Runbook Templates 2026: Search-Driven Questions, Safe Prompts, and CI/CD Guardrails
Turn the most searched AI and DevOps questions into practical runbooks for CI/CD reviews, Kubernetes incidents, AIOps triage, and safe agent automation in 2026.
Posted inArtificial Intelligence
Grok 4.6 Targets Long-Running Coding Agents at $2 per Million Tokens
SpaceXAI’s Grok 4.6 targets long-running coding agents with a 500,000-token context window and $2 per million input-token pricing, raising new evaluation and control questions for platform teams.
Posted inArtificial Intelligence DevOps
AI Agents for CI/CD: From Code Review to Deployment
Learn where AI agents help in CI/CD, from code review and test triage to deployment, with practical controls for permissions, secrets, and rollback.
Posted inArtificial Intelligence
OpenAI’s GPT-5.6 Ultrafast Pushes Frontier Inference to 750 Tokens a Second
OpenAI is previewing a Cerebras-powered GPT-5.6 Sol API tier at up to 750 output tokens per second, targeting faster incident response and interactive AI workloads.
Posted inArtificial Intelligence
Anthropic Brings Claude Watermarks to APIs and Cloud Platforms
Anthropic will mark Claude text and supported files across its API, coding tools and cloud platforms, creating new provenance work for engineering teams.
Posted inArtificial Intelligence
Google’s Pixel 11 Pushes On-Device Gemini Into Faster, Lower-Power Silicon
Google’s Tensor G6 brings more TPU compute, faster and lower-power Gemini Nano inference, and new hardware security to Pixel 11. Here is what the edge-AI design means for developers and platform teams.