800-Token Chunks for a High-Volume Knowledge Base
A step-by-step plan for budgeting context, chunking documents, and controlling retrieval costs across sustained knowledge-base workloads.
Flagship models
Articles on high-volume API use, model choice and cost control, published daily.
Lead story
DeepSeek V4 Pro for Back-Office Reasoning
A step-by-step guide to testing DeepSeek V4 Pro for invoice exceptions, policy checks, and other repeatable back-office workflows.
Put a Haiku-Class Filter Before Your Flagship
A practical walkthrough for routing routine work through a small model while reserving flagship calls for difficult, consequential tasks.
Grok 4.7: Build a Breaking-News Briefing Workflow
A practical walkthrough for turning fresh sources into verified, timestamped news summaries with Grok 4.7 through Quanta.
Gemini 3.1 Pro for Multimodal Document Pipelines
Build a Gemini 3.1 Pro document pipeline with evidence tracking, structured extraction, validation, and token cost controls through Quanta.
GLM-5.3 and Qwen3.8 Max for Chinese Workloads
A practical evaluation and deployment walkthrough for Chinese-language workflows using GLM-5.3 and Qwen3.8 Max through Quanta.
Kimi K3: Build a Traceable Research Digest
A step-by-step workflow for turning long source collections into research digests with Kimi K3 through Quanta.
Context Planning for Two-Hundred-Page Contracts
A practical walkthrough for budgeting tokens, preserving contract evidence, managing cache costs, and checking long-document reviews.
Pick the Right Model for Customer Support
A practical walkthrough for testing support models, measuring resolution costs, and deploying automation with clear escalation rules.
Choosing Models for Long-Document Summarisation
A practical walkthrough for choosing, testing and routing models for high-volume document summaries without losing control of quality or cost.