Production Reliability Toolkit
Find the tool that solves your production incident. Retry policies, error lookups, drift checkers, and more — built for trading bot operators, .NET engineers, and SREs.
Every tool here solves a real incident pattern we've seen in production — from exchange timestamp drift that stops bots from trading, to retry cascades that take down services, to agent loops that burn through API budgets. Pick the category that matches your problem, or search above. All tools are free, client-side, and require no sign-up.
What engineers say
“The retry policy generator alone saved us from a production incident. We had exponential backoff configured wrong for months — the timeline visualization made it obvious instantly.”
Alex R.
Senior Backend Engineer, Fintech Startup
Featured tools
Quick picks for common incidentsExchange Error Code Lookup
Look up error codes for Binance, Bybit, Kraken, KuCoin, and OKX with recovery actions.
Timestamp Drift Checker
Diagnose exchange clock drift and recvWindow errors with an interactive checklist.
Rate Limit Headroom Calculator
Calculate rate limit headroom and get recommendations for burst settings.
WebSocket Reconnect Config Generator
Generate reconnect strategies with backoff for WebSocket streams.
Trading Bot Health Score
Assess your bot's reliability across 12 key metrics: connectivity, order flow, risk.
Retry Policy Generator
Generate retry/backoff/jitter configs for C# (Polly), TypeScript, Python, and YAML.
Trading Bot Reliability 7 tools
Suggest a tool →Stop losing money to exchange errors. Diagnose timestamp drift, decode error codes, generate exchange configs, and handle WebSocket disconnections — the four most common production failures in automated trading.
.NET Reliability 2 tools
Suggest a tool →Keep your .NET services running under load. Production-ready generators and checklists for retry policies, idempotency keys, thread pool health, and the outbox pattern.
Observability & Incident Response 2 tools
Suggest a tool →Make incidents diagnosable in minutes. Structured logging schemas, OpenTelemetry configurations, and runbook templates so your team knows what to check first.
Engineering Utilities 1 tools
Suggest a tool →Quick problem-solvers for everyday engineering challenges: visualize backoff curves, parse cron expressions, and estimate AI agent loop costs before they surprise you.
Built for production engineers, by production engineers
These tools come directly from real incident post-mortems. Every retry policy generator, error lookup table, and config builder exists because we — or the teams we work with — needed it during an outage. We publish them free so you can diagnose and fix the same patterns faster.
New tools ship monthly. If you're fighting a production issue that isn't covered here, the "Missing a tool?" prompt below goes straight to our roadmap. We also publish deeper dives in the blog, resources, and via our products.
Coming soon
Suggest a toolAPI Key Permission Auditor
● Coming soonAudit exchange API key permissions against security best practices.
Notify meThread Pool Starvation Estimator
● Coming soonDetect and diagnose thread pool starvation in .NET applications.
Notify meHttpClient Health Scorecard
● Coming soonScore your HttpClient usage against .NET best practices and reliability patterns.
Notify meOutbox Pattern Readiness Checker
● Coming soonCheck if your system is ready for the outbox pattern with transactional messaging.
Notify meOpenTelemetry Minimum Config Generator
● Coming soonGenerate minimal OpenTelemetry configuration for .NET, Python, and Node.js.
Notify meJSON Log Formatter
● Coming soonFormat and validate JSON logs for structured logging pipelines.
Notify meBot Incident Cost Estimator
● Coming soonEstimate the real cost of a trading bot incident — missed trades, slippage, reputational damage.
Notify meReliability ROI Calculator
● Coming soonCalculate the ROI of reliability investments vs incident costs.
Notify meDowntime Cost Calculator
● Coming soonCalculate the real cost of downtime for your bot or service.
Notify meBackoff & Jitter Visualizer
● Coming soonVisualize retry backoff curves with different jitter strategies.
Notify meCron Expression Explainer
● Coming soonParse and explain cron expressions in plain English.
Notify meRetry Storm Simulator
● Coming soonSimulate retry storms and visualize cascading failure patterns across services.
Notify meProduction Readiness Assessment
● Coming soonAssess your system's production readiness across reliability, observability, and incident response.
Notify meCorrelation ID Flow Visualizer
● Coming soonVisualize request flows across services using correlation IDs.
Notify meCircuit Breaker Calculator
● Coming soonConfigure failure thresholds, half-open timing, and recovery for circuit breakers.
Notify meIncident Timeline Builder
● Coming soonBuild chronological incident timelines for post-mortems and analysis.
Notify meMissing a tool?
We're shipping new tools every month. Tell us what you need and we'll prioritize it.