Model matrix

Build a reliable Gemini native API integration, from request payloads and response parsing to conversation state, streaming, and retries.

A practical walkthrough for selecting a code translation model using semantic checks, executable tests, and measured migration costs.

A practical walkthrough for deciding when to escalate engineering work from Sonnet to Opus, using tests, failure costs, and measured outcomes.

A numbered walkthrough for choosing a documentation model using real tasks, source grounding, executable checks, and review effort.

A numbered walkthrough for comparing Grok 4.7 on small scripting tasks, with practical checks for correctness, safety, and iteration cost.

A numbered walkthrough for comparing Qwen3.8 Max and GLM-5.3 on API changes, database migrations, debugging, and production readiness.

A practical walkthrough for turning long specifications into traceable requirements, resolved questions, and reviewable engineering tasks.

A practical walkthrough for using DeepSeek V4 Pro to design, verify, and integrate algorithm-heavy code without trusting plausible output.

A practical walkthrough of token budgets, repository retrieval, and verification for reliable AI-assisted work in monorepos.

A numbered walkthrough for testing stack-trace accuracy, preserving causal context, and choosing a model for dependable debugging.

A practical walkthrough for evaluating test-generation models using real defects, mutation checks, context needs, and total engineering cost.

Build a practical first-pass review workflow with Haiku 4.5, bounded inputs, evidence-based findings, and selective escalation.