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The Repro Lab · AI coverage organised as a matrix of capability × stage. Not sorted by tool, but by where you are right now.
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Architecture Under Constraint

Explores service boundaries, model gateways, schema and prompt versioning, agent supervision, queues, fallbacks, security, and failure boundaries to keep model behavior from becoming application-level incidents.

Narrow by stage in the capability matrix → 2 results
Design a Model Gateway for Cost Tracking and Rate Limits Architecture Under Constraint
Architecture Under Constraint Oct 20, 2026

Design a Model Gateway for Cost Tracking and Rate Limits

Unbounded client calls to Mistral Large 4 create surprise bills and shared-key outages. This art...
Separate Model Planning From Deterministic Application Execution Architecture Under Constraint
Architecture Under Constraint Oct 19, 2026

Separate Model Planning From Deterministic Application Execution

When Mistral Large 4 both plans and executes, bad completions become bad writes. This article sh...