Blog
Google Developer Knowledge API Guide: Auth, Search, and Agents
Learn how the Google Developer Knowledge API searches and retrieves official documentation, which authentication mode to use, and when agents should call it instead of scraping pages.
GPT-6 Intelligent UI Guide: Access, Prompts, Limits
A practical guide to GPT-6 Intelligent UI availability, prompting, validation, troubleshooting, and the boundary between ChatGPT interfaces and the API.
Liquid AI d1 API Review: Open Models vs Hosted Pricing
Hosted d1 is the easiest API; d1-3B is the strongest local choice; d1-omni-600M trades quality for a smaller multimodal footprint.
pplx-embed-v2-late API Pricing and PDF Retrieval Setup
A practical guide to pplx-embed-v2-late pricing status, self-hosted costs, and rendered-PDF retrieval with the 0.6B and 9B models.
Claude Haiku 5.5 API Pricing: The 100K Token Catch
Claude Haiku 5.5 is cheap below 100K input tokens, but its higher long-context tier changes the calculation. This guide covers rates, caching, Batch pricing, and production cost decisions.
EmbeddingGemma 2 Local Deployment: Migration Risk Guide
A migration-focused guide to running EmbeddingGemma 2 locally: runtime choices, when vectors must be rebuilt, safe cutover patterns, and how to validate mixed-modal retrieval.
Nano Banana 2.1 API Pricing and Availability: Migration Guide
A current guide to Nano Banana 2.1 API availability, per-image pricing, migration from Nano Banana 2, rollout caveats, and model selection.
EmbeddingGemma 2 API: Local Deployment and Multimodal Use Cases
EmbeddingGemma 2 is an open local embedding model, not Google’s hosted Gemini API model. Here is how its size, modalities, dimensions, and deployment paths affect real projects.
Claude for Google Workspace Beta Review: Editing and Permissions
A practical Claude for Google Workspace beta review focused on in-file editing, approval controls, and the hard limits across Docs, Sheets, and Slides.
Mistral Large 4 API Pricing: What the Preview Really Offers
Mistral Large 4 is usable now through preview APIs, but the low price, route-specific limits, and future weights need careful interpretation.
ChatGPT Visual Ads: What Advertisers Can Actually Test
OpenAI's ChatGPT visual ads are a planned U.S. test, not a full launch. This guide separates confirmed format details from open questions and gives advertisers a practical readiness check.
fal genmedia CLI: Batch Queues, Retries, and Cost Control
A developer-focused guide to using fal genmedia CLI for repeatable image and video batches, including queue handling, retry policy, output manifests, cost gates, and tool selection.
Best Text to Speech API: ElevenLabs vs OpenAI, MiniMax and Kokoro
A focused comparison of ElevenLabs, OpenAI, MiniMax Speech 2.8, and Kokoro for voice agents, narration, prototypes, and private deployments.
Together Link Review: Setup, Models, and Beta Limits
Together Link is a reversible launcher and routing layer for Claude Code, Codex, OpenCode, Pi, Claude Desktop, and ChatGPT Desktop. Here is what the beta actually supports.
Liquid AI d1 API Review: Pricing, Vision, and Limits
Liquid d1 is a fast, low-cost decision API for typed classification and scoring, but teams should validate calibration before automating risky actions.
SeaArt AI Review 2026: Free Credits, Models, and Commercial Use
SeaArt is unusually broad and generous for image experimentation, but stamina, billing, moderation, and model licensing make it a cautious choice for paid production.
Seedream 5 Pro Prompt Guide: Chinese, Text, Consistency
A Pro-specific Seedream prompt workflow for Chinese briefs, readable text, multi-subject references, aspect ratios, and 1K/2K iteration.
A2E Alternative: HeyGen, Hedra, or Higgsfield?
A practical A2E alternative guide comparing HeyGen, Hedra, and Higgsfield Lipsync Studio for avatars, lip-sync, image-to-video, pricing, and commercial workflows.
MiniMax Voice Clone: API Setup, Costs, and Limits
A practical MiniMax voice clone guide covering Speech TTS, H3 reference audio, API paths, sample preparation, costs, retention, and failure modes.
Prime Inference Pricing and API Guide (2026)
Prime Inference is live with an OpenAI-compatible API, serverless endpoints, and reserved capacity. Here is what it costs and what to verify before production.