Why Not Use the Official Model Provider's API Directly?

Why Not Use the Official Model Provider's API Directly?

Direct provider APIs suit single-model products; see when an aggregation layer wins on model switching, unified billing, and lower maintenance cost.

2 min read
How Can You Build a Zapier AI Image and Video Generation Integration?

How Can You Build a Zapier AI Image and Video Generation Integration?

How to build a Zapier AI image and video generation integration: trigger-to-publish flow with a human approval step until quality is proven.

2 min read
Nano Banana 2 API Guide for Image Workflows

Nano Banana 2 API Guide for Image Workflows

Nano Banana 2 API guide for builders evaluating Gemini API image generation, editing, cost, batch workflows, and production fallback.

10 min read
Ornith API Deployment: vLLM, SGLang, Ollama

Ornith API Deployment: vLLM, SGLang, Ollama

Ornith API deployment guide for serving Ornith-1.0 with vLLM, SGLang, GGUF, Ollama, and OpenAI-compatible clients.

10 min read
GLM-5.2 Open Weights vs Hosted API: Deployment Tradeoffs

GLM-5.2 Open Weights vs Hosted API: Deployment Tradeoffs

GLM-5.2 ships MIT open weights and hosted access. A builder's guide to deployment tradeoffs, cost, and control.

9 min read
Krea 2 Turbo API Guide for Fast Image Workflows

Krea 2 Turbo API Guide for Fast Image Workflows

Krea 2 Turbo API guide for builders evaluating access, speed, cost, hosted availability, and production fallback for image workflows.

9 min read
Claude API Versioning: Sonnet 4.6 to Sonnet 5

Claude API Versioning: Sonnet 4.6 to Sonnet 5

Build Claude API versioning, evaluation, fallback, and monitoring controls that cut migration risk from Sonnet 4.6 to future models.

10 min read
Grok 4.5 on OpenRouter? Availability Tracking Guide

Grok 4.5 on OpenRouter? Availability Tracking Guide

Check whether Grok 4.5 is on OpenRouter safely: provider source, pricing sync, context, tool support, caching, and fallback rules.

5 min read
GPT-5.6 vs Fable 5 vs GLM 5.2: Eval Framework

GPT-5.6 vs Fable 5 vs GLM 5.2: Eval Framework

Build a production eval framework for GPT-5.6, Fable 5, and GLM 5.2 across verified facts, cost, context, tools, coding, latency, and fallback.

9 min read
Grok 4.5 vs Grok 4.3: Prepare API Tests

Grok 4.5 vs Grok 4.3: Prepare API Tests

Prepare a safe Grok 4.5 vs Grok 4.3 API test plan for tool calling, context, latency, cost, hallucination, fallback, and eval coverage.

6 min read
Opus 4.8 Token Usage: How 1M & Fast Affect Cost

Opus 4.8 Token Usage: How 1M & Fast Affect Cost

Estimate Opus 4.8 token costs: input/output tokens, prompt caching, long sessions, the new tokenizer, and Fast mode impact.

9 min read
GPT-5.6 API Guide: Limited Preview Checklist

GPT-5.6 API Guide: Limited Preview Checklist

GPT-5.6 API guide for builders: limited preview access, Sol/Terra/Luna tiers, pricing snapshot, Codex access, and checks before integration.

7 min read