Sponsor Preview: Fund the Research, Run the Solver
How GitHub Sponsors supports NitroSAT research and unlocks Navokoj compute credits for evaluation.
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14 notes from the field guide.
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.
Read the noteBuilding a Constraint Runtime, Not Just a Solver
The product architecture behind deadline-bounded decisions: models, execution, repair, verification, and evidence.
Read the noteConstraint Intelligence for AI Agents
Agents can propose actions probabilistically; Navokoj helps make the resulting decision admissible, inspectable, and executable.
Read the noteFrom Workforce Data to a Verified Nurse Roster
How a scheduling workflow turns staffing data, policies, and preferences into a time-bounded operational decision.
Read the noteFrom NitroSAT Research to the Navokoj Runtime
Why ShunyaBar Labs keeps an open research release while building a commercial constraint runtime around it.
Read the noteNavokoj Pricing: Plans, Workloads, and Compute
How Navokoj combines monthly workload entitlements with explicit CPU and GPU compute settlement.
Read the noteWhat Happens When the Deadline Arrives?
Navokoj is designed for deadline-bounded decisions: here is what an application receives when a solve cannot finish perfectly.
Read the noteWhy Customers Switch to Navokoj
A practical constraint runtime for decisions that are expensive, slow, opaque, or difficult to integrate.
Read the noteNavokoj: The Arithmetic Manifold in Production
How Navokoj turns discrete constraint problems into continuous geometric flow, with production benchmarks and verifiable results.
Read the noteThe Physics-Informed Control Plane for Agentic Systems
Turn probabilistic agent behavior into reliable, enterprise-grade action with Navokoj's constraint-governed execution layer. Computing that never fails closed.
Read the noteIntroducing NitroSAT: A High-Performance, Physics-Informed MaxSAT Solver Now Available via Navokoj API
ShunyaBar Labs is proud to announce the public release of NitroSAT — a next-generation MaxSAT approximator that achieves exceptional satisfaction rates on massive, real-world constraint problems while maintaining linear scaling in the number of clauses.
Read the noteNavokoj: Computing That Never Fails Closed
Traditional solvers make promises they can't keep. When perfection is impossible, they return 'UNSAT' and your system halts. Navokoj returns the best possible outcome, every time. That's resilience infrastructure.
Read the noteNavokoj: A Physics Engine for Logic | Constraint Intelligence Platform
Revolutionary Constraint Intelligence Platform that treats Boolean logic as continuous dynamical systems. 347ms median latency vs 45s classical solvers. Physics-inspired optimization for NP-complete problems.
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