Blog & Guides

Practical LLM API guides, model reviews, and integration tutorials.

Model reviewsSep 1, 2026

Kimi K2.7 Code Review: Worth Upgrading from K2.6?

Kimi K2.7 Code is a coding-specialized upgrade, not a full K2.6 replacement. Here's what changed, what improved, and who should actually upgrade.

Model reviewsAug 27, 2026

GLM-5.3-Flash API Guide: 1M Multimodal Context for Coding Agents

GLM-5.3-Flash is the first native multimodal MoE in the GLM-5 series: 320B total / 18B active parameters, 1M context, MIT-licensed weights, built for coding agents and high-throughput visual tasks.

Model reviewsAug 15, 2026

Grok 4.6 API Review: 500K Context, Coding, and Agent Performance

Grok 4.6 targets long-horizon coding, tool-calling agents, and complex engineering tasks with a 500K context window and configurable reasoning. This review covers specs, benchmarks, pricing, and production integration notes.

Model reviewsAug 10, 2026

GPT Image 2 for E-Commerce: AI Posters, Product Images & Marketing Assets

Generate AI e-commerce posters, product scene images, and social media marketing assets with gpt-image-2 via unified API. Integrate image creation into your existing content workflow.

Model reviewsAug 10, 2026

Seed2.1 Review: ByteDance's Agent & Coding Model Worth It?

ByteDance's Seed2.1 launched June 23, 2026 with Pro and Turbo variants targeting real workflow delivery. Here's what developers building AI agents and coding tools need to know.

Model reviewsAug 10, 2026

Kimi K3 API: Model ID, 1M Context & Open Weights

Kimi K3 launched July 16, 2026 with 2.8T total parameters, native vision, and 1M token context. Official API model ID is kimi-k3.

Model reviewsAug 10, 2026

Kimi K3 12-Hour ERP Case Study: What It Proves and Doesn't

A developer's first-person account claims 12-hour ERP milestones with Claude Code + Kimi K3. We separate verified facts from unverified claims and what it means for your team.

Model reviewsJul 24, 2026

Doubao Seed 2.0 Pro Review: ByteDance's Agent-Focused Model

A comprehensive review of ByteDance's Doubao Seed 2.0 Pro covering 128K context, agent capabilities, coding performance, and competitive pricing for global developers.

Model reviewsJul 24, 2026

GPT-5.6 Codex App Guide: Sol, Terra, Luna, Max & Ultra

GPT-5.6 Codex App review covering Sol, Terra and Luna, max and ultra, multi-agent workflows, 1.05M API context, pricing, and model choice.