Blog
Developer guides, model releases and notes on running AI APIs in production.
79 posts · Page 3 of 4
Infrastructure · Oct 16, 2025 · 3 min read
Q4 AI Budget Architecture for Product Teams
An October 2025 infrastructure guide for forecasting AI spend, setting limits, and avoiding year-end routing surprises.
Tutorial · Oct 6, 2025 · 4 min read
Tutorial: Manage Local Model Context Windows
A tutorial inspired by Apple Foundation Models for deciding what stays local, what is summarized, and what escalates to cloud AI.
Infrastructure · Sep 26, 2025 · 3 min read
Computer-Use Models Need Isolation Layers
An infrastructure guide to separating model choice, browser/tool permissions, network access, and billing for computer-use AI.
Tutorial · Sep 15, 2025 · 4 min read
Tutorial: Migrate Models Without Breaking Users
A practical migration playbook for replacing default models while preserving API shape, quality expectations, and costs.
New model · Sep 5, 2025 · 4 min read
Claude Sonnet 4.5 Raised the Agent Quality Floor
A September 2025 model analysis of Claude Sonnet 4.5, coding agents, computer use, and production access controls.
NeuronGate marketing · Aug 27, 2025 · 4 min read
Why GPT-5 Belongs Behind a Gateway
A NeuronGate product article on using GPT-5-class models with stable APIs, spend controls, and per-customer policy.
Tutorial · Aug 18, 2025 · 4 min read
Tutorial: Launch a New Frontier Model Safely
A model launch checklist for adding GPT-5-class routes with evals, billing reservations, rollback, and customer controls.
New model · Aug 8, 2025 · 4 min read
GPT-5 Changed the Default Model Conversation
A GPT-5 developer release analysis focused on unified systems, coding benchmarks, and route migration planning.
New model · Aug 8, 2025 · 4 min read
Open-Weight Models Are Forcing Better Routing Decisions
The return of serious open-weight releases in 2025 changed the build-versus-buy conversation for AI product teams.
Tutorial · Jul 23, 2025 · 4 min read
Tutorial: Add Compliance-Ready AI Usage Logs
A tutorial for logging model IDs, provider routes, timestamps, costs, and customer-visible usage without overexposing data.
News analysis · Jul 14, 2025 · 4 min read
The EU AI Act Code of Practice Is an API Problem Too
As GPAI guidance matured in Europe, the operational burden moved closer to logs, documentation, provider choice, and traceability.
Infrastructure · Jul 12, 2025 · 3 min read
AI Browsers Turned Search Into Infrastructure
A July 2025 infrastructure article on browsing agents, search workflows, summarization chains, and API cost visibility.
Infrastructure · Jul 10, 2025 · 4 min read
AI Browsers Turn Search Into an API Workload
The rise of agentic browsers made one trend obvious: search, browsing, and summarization are becoming chained model workloads.
News analysis · Jul 3, 2025 · 3 min read
The EU GPAI Code Made Logs More Strategic
A July 2025 analysis of the EU GPAI Code of Practice and why AI API teams needed stronger documentation and logs.
Infrastructure · Jun 26, 2025 · 3 min read
A Privacy-Aware AI Gateway Architecture
An infrastructure pattern for separating local AI, cloud AI, provider logs, and customer-visible usage records.
New model · Jun 17, 2025 · 4 min read
Gemini Flash-Lite Was a Throughput Signal
What Gemini 2.5 Flash-Lite suggested about high-volume summarization, classification, and cost-aware routing.
News analysis · Jun 11, 2025 · 4 min read
Apple's On-Device AI Push Changes User Expectations
Apple's developer story around local and private AI made users more aware of where inference happens and why product teams need clearer boundaries.
News analysis · Jun 4, 2025 · 3 min read
Apple Foundation Models Clarified Local vs Cloud AI
A June 2025 analysis of Apple Foundation Models and how on-device AI changes cloud API routing expectations.
Tutorial · May 29, 2025 · 4 min read
Tutorial: API Key Policy for Coding Agents
A hands-on guide to creating safe API keys for coding agents with limits, model allowlists, and traceable usage.
New model · May 28, 2025 · 4 min read
Claude 4 and the Return of Enterprise Model Policy
Claude 4's release sharpened the case for model policy: stronger models are valuable, but production teams still need controls around where they run.