The Journal
Model portraits
Building Small, Quick Assistants on MiniMax M3, One Step at a Time
Build a focused MiniMax M3 assistant with bounded context, controlled reasoning, safe tools, and measurable latency and cost.
Qwen3.8 Max vs Closed Models: A Practical Walkthrough
Compare Qwen3.8 Max with frontier closed models through benchmark checks, controlled coding tests, latency measurements, and cost analysis.
Grok 4.7 for Current Events: A Step-by-Step Guide
Build a repeatable Grok 4.7 workflow for current events with explicit dates, verified sources, careful citations, and controlled API usage.
Gemini 3.8 Flash When Speed Matters More Than Depth
A practical walkthrough for configuring, testing, and deploying Gemini 3.8 Flash when responsiveness matters more than exhaustive reasoning.
DeepSeek V4 Pro: A Mathematical Reasoning Walkthrough
A practical walkthrough for solving mathematics with DeepSeek V4 Pro, configuring reasoning, checking answers, and tracking API usage.
Gemini 3.1 Pro for Document-Heavy Work
Build a repeatable Gemini 3.1 Pro workflow for document intake, evidence extraction, cross-document analysis, validation, and cost tracking.
GPT-5.6 Sol vs GPT-6.1 Sol: Everyday Prompts
A practical walkthrough for comparing GPT-5.6 Sol and GPT-6.1 Sol on writing, summaries, planning, and code without inventing benchmark results.
GPT-6.1 Sol in Practice: Strengths and Limits
A step-by-step guide to evaluating GPT-6.1 Sol for coding, tool use, reliability, latency, and real production costs.
What Claude Fable 5.1 Is Good At: A Walkthrough
Explore Claude Fable 5.1 through practical steps for coding, research, document work, tool integration, and quality evaluation.
GPT-6 Astra: A Careful Reasoning Walkthrough
A practical, step-by-step workflow for GPT-6 Astra: define goals, organize evidence, choose reasoning effort, verify results, and track costs.
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