Infrastructure tools that surface only what justifies attention. No dashboards. No collection-for-collection's-sake. Quiet when healthy, sharp when not.
Grounded in real production experience.
Detect systemic risk and trust decay before it becomes an incident.
Kubernetes trust surface monitoring. Discovers expiring certificates on webhooks, API aggregation, and service mesh issuers.
AI agent execution control plane. Enforces safety at irreversible boundaries — payments, credentials, data destruction.
Clipboard obfuscation for macOS. Replaces sensitive data with placeholders before it reaches AI chat interfaces.
Surface only what matters right now. Silence means health.
Kubernetes resource analysis and cost optimization. Evidence-based recommendations from Prometheus metrics, not guesswork.
Real-time infrastructure triage. 13 deterministic detectors, ranked by severity. Empty screen means everything is fine.
Compare what code references against what actually exists. Find drift, stale paths, forgotten resources.
Vault secret path auditor. Scans code for secret references, validates against live Vault, flags stale and missing paths.
ClickHouse usage analyzer. Maps service-to-table relationships, scores cleanup safety, generates interactive reports.
Kafka cluster auditor. Finds unused topics, scores cleanup risk, produces batch operation plans.
PostgreSQL schema auditor. Detects unused tables, orphaned indexes, schema drift between code and live database.
MongoDB collection auditor. Finds unused collections, orphaned indexes, missing index coverage.
S3 bucket and object auditor. Detects drift between code references and actual AWS state.
Central aggregator. Collects all spectre tool reports, normalizes issues, scores health, tracks trends.
Ephemeral incident tooling. Install, capture, uninstall. No permanent footprint.
Ephemeral log capture and incident triage for Kubernetes. Tap in, grab logs, triage 500GB blind, tap out.
These tools exist because production systems accumulate silent drift, noisy telemetry, and abandoned artifacts. Instead of collecting everything, they surface only what justifies its cost.
Every tool follows the same rules: deterministic over probabilistic, control over observability, restraint over speed. Tools present evidence and let you decide — mirrors, not oracles.