NeuronGate Blog
Developer guides, product updates, and deep dives into crypto-native AI APIs.
68 posts · Page 2 of 4
Prompt Injection Needs an Evidence Layer
An infrastructure article on treating prompt injection as an observable risk across browsing, tools, and model routes.
Claude Constitution Updates Were Product Policy Signals
A January 2026 analysis of model behavior policy, customer trust, and why API operators need transparent route governance.
NeuronGate 2026: The Gateway Layer AI Teams Need
A product brief on why 2026 AI teams need stable APIs, model policy, crypto billing, and usage visibility in one gateway.
Tutorial: Price a Long-Running Agent Job
A step-by-step guide to estimating, reserving, and settling the cost of long-running AI agent workflows.
GPT-5.2 Made Long-Running Agents More Practical
A December 2025 model analysis of GPT-5.2, professional work, tool calling, and the gateway controls long tasks need.
Tutorial: Create AI Usage Exports Finance Can Trust
How to export AI usage by customer, key, model, provider, cost, and time window for finance and support teams.
Year-End Model Audit Checklist for AI APIs
A year-end infrastructure checklist for model inventory, unused routes, pricing drift, customer access, and usage exports.
Claude Opus 4.5 Pointed Toward Deeper Workflows
A November 2025 analysis of Claude Opus 4.5 and what stronger coding, agent, and computer-use models mean for routing.
How NeuronGate Shortens AI Procurement Loops
A NeuronGate marketing article on crypto top-ups, one API contract, usage transparency, and fewer provider negotiations.
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: 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.
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: Migrate Models Without Breaking Users
A practical migration playbook for replacing default models while preserving API shape, quality expectations, and costs.
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.
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: Launch a New Frontier Model Safely
A model launch checklist for adding GPT-5-class routes with evals, billing reservations, rollback, and customer controls.
GPT-5 Changed the Default Model Conversation
A GPT-5 developer release analysis focused on unified systems, coding benchmarks, and route migration planning.
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: Add Compliance-Ready AI Usage Logs
A tutorial for logging model IDs, provider routes, timestamps, costs, and customer-visible usage without overexposing data.
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.