SUTRA on the API: A Small Weighted Constraint Problem, Solved End to End
A concrete WCNF-style API request using engine:nitro, with hard-feasibility, soft preferences, routing, and verification metadata in one response.
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4 notes from the field guide.
Empirical Evaluation of Navokoj Constraint Solver API
Production verification of anytime constraint solving with partial satisfaction semantics. 47 test cases, scaling analysis, and failure mode characterization.
Read the noteKubernetes Placement: 2 Million Constraints, 100% Satisfaction
Navokoj, the Fault-Tolerant Constraint Intelligence Engine, delivers a case study in placement safety and outage prevention with 5,000 variables and 2 million constraints.
Read the noteBeyond SAT: PSPACE-Complete Problems Solved via Continuous Optimization
Navokoj, the Fault-Tolerant Constraint Intelligence Engine, provides an overview of PSPACE verification with graceful degradation instead of binary failure.
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