Blog
Developer guides, model releases and notes on running AI APIs in production.
79 posts · Page 4 of 4
News analysis · May 22, 2025 · 4 min read
After Google I/O, Latency Became a Product Feature
Google I/O pushed multimodal and fast Gemini models forward, but the practical takeaway for API teams is simple: latency is now part of model selection.
News analysis · May 20, 2025 · 3 min read
Google I/O Made Latency a Product Feature
A Google I/O 2025 analysis of Gemini 2.5 Flash, native audio, Live API workflows, and latency-aware routing.
New model · May 6, 2025 · 4 min read
Claude 4 Put Enterprise Model Policy Back in Focus
A model-release analysis of Claude 4, coding workloads, advanced reasoning, and enterprise access policy.
New model · Apr 30, 2025 · 4 min read
LlamaCon Proved Open Models Need Product Infrastructure
Meta's Llama ecosystem momentum showed that open models are not only research artifacts. They need the same product infrastructure as closed APIs.
Tutorial · Apr 28, 2025 · 4 min read
Tutorial: Build a Model Fallback Ladder
How to design an AI fallback ladder that protects uptime without silently changing quality, latency, or customer cost.
Infrastructure · Apr 16, 2025 · 3 min read
Open-Weight Hosting Still Needs a Gateway
An infrastructure guide to self-hosted model routes, hosted provider routes, and why open weights do not remove API policy.
New model · Apr 7, 2025 · 4 min read
Llama 4 Raised the Bar for Open-Weight Routing
A look at Llama 4 Scout and Maverick, open-weight multimodal models, and the routing questions they created for API teams.
NeuronGate marketing · Mar 25, 2025 · 3 min read
Why Agent Products Need One Model API
A NeuronGate product article on simplifying agent infrastructure with one API surface across providers, models, and budgets.
Infrastructure · Mar 25, 2025 · 4 min read
Blackwell Supply Is Already Showing Up in API Strategy
As new GPU capacity comes online, AI teams are rethinking pricing, latency, and how much provider flexibility they need.
Tutorial · Mar 13, 2025 · 4 min read
Tutorial: Put Budgets Around Tool-Calling Agents
How to add token budgets, max steps, timeout rules, and settlement logs to agent workflows before users scale them.
News analysis · Mar 12, 2025 · 4 min read
The Agents SDK Era Needs Better API Boundaries
As agent frameworks become mainstream, clean routing, spend controls, and model policy matter more than any single prompt pattern.
News analysis · Mar 4, 2025 · 3 min read
The Agents SDK Era Needs API Boundaries
A March 2025 news analysis of agent frameworks, tool calls, and why multi-step AI workflows need gateway-level controls.
Tutorial · Feb 21, 2025 · 4 min read
Tutorial: Build a Model Evaluation Harness
A practical guide for comparing AI models with shadow traffic, scorecards, latency targets, and rollback criteria.
Infrastructure · Feb 13, 2025 · 3 min read
Designing a Model Catalog That Survives Price Changes
A February 2025 infrastructure guide to model catalogs, pricing history, provider aliases, and safe route migrations.
New model · Feb 5, 2025 · 4 min read
GPT-4.5 Preview Was a Cost Discipline Test
What GPT-4.5 preview taught API teams about expensive model access, user expectations, and model retirement planning.
News analysis · Jan 27, 2025 · 5 min read
DeepSeek R1 Made Reasoning Feel Like Infrastructure
After the January R1 release, teams started treating reasoning models less like demos and more like production infrastructure decisions.
NeuronGate marketing · Jan 24, 2025 · 4 min read
How NeuronGate Helps Teams Try Open Reasoning Models
A NeuronGate product guide for safely testing open reasoning models while keeping one API, one balance, and one usage history.
Tutorial · Jan 14, 2025 · 4 min read
Tutorial: Budget a Reasoning Model Test
A step-by-step tutorial for reserving balance, limiting retries, and testing reasoning models without creating surprise AI API spend.
News analysis · Jan 6, 2025 · 3 min read
DeepSeek R1 Made Routing a Board-Level Question
A January 2025 news analysis of DeepSeek R1, open reasoning models, and why teams needed provider routing before testing production traffic.