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Public engineering utilities

Engineering judgement,
made testable.

Standards-based engineering utilities with explicit formulae, versioned parsers and deterministic outputs for high-consequence work.

No account required 12 deterministic utilities
Public tool suite

Exact within a defined contract

No readiness scores or AI verdicts. Every active utility exposes its formula, parser, standards version and limitations.

Deterministic

Subnet Splitter

Validate canonical IPv4 CIDR input, visualise subnet boundaries, and calculate exact equal-prefix splits.

Advanced · 2 mins
Deterministic

K8s RBAC

Construct safely serialized Kubernetes Role and RoleBinding manifests with validated names, subjects, resources, and verbs.

Advanced · 5 mins
Deterministic

SLO Budget Suite

Calculate exact error budgets, observed SLI and versioned multiwindow burn-rate alert thresholds without floating-point loss.

Principal · 3–8 min
Deterministic

CIDR Planner

Normalize IPv4/IPv6 networks, calculate exact ranges and audit batch allocations for containment, overlap, alignment and unused capacity.

Principal · 2–6 min
Deterministic

Configuration Studio

Validate strict JSON/YAML, apply pinned schemas, generate a verified RFC 6902 patch and fingerprint RFC 8785 canonical configuration.

Principal · 3–10 min
Deterministic

BDP Calculator

Calculate exact data in flight from bandwidth and RTT, with decimal and binary units plus the minimum TCP receive-window capacity.

Graduate · 2 min
Deterministic

DB Pool Sizer

Calculate a per-pod connection-pool upper bound from database capacity, peak pod count, and an explicit operational reserve.

Advanced · 2 min
Deterministic

Partition Calculator

Calculate the theoretical partition minimum for a throughput target using benchmarked per-partition producer and consumer rates.

Advanced · 2 min
Deterministic

Resource Profiler

Generate conservative Node.js, Go, or Java runtime starting policies for a supplied Kubernetes CPU and memory limit, with explicit caveats.

Principal · 4 min
Deterministic

FinOps Estimator

Estimate CI/CD compute cost from build volume, duration, retry overhead, and a user-supplied blended hourly rate, then compare target-duration scenarios.

Advanced · 10 min
Deterministic

Cron Translator

Validate five-field Unix cron expressions, explain day-field OR semantics, and calculate deterministic upcoming execution times.

Advanced · 2 mins
Deterministic

JWT Decoder

Strictly decode compact signed JSON Web Tokens and inspect headers, claims, signature presence, and advisory time checks locally in your browser.

Graduate · 2 mins