APIMetrics: Endpoint Performance Debt Tracker
Automatically surfaces which API endpoints are slowest, most error-prone, and consuming the most infrastructure costs—alerting teams before performance debt becomes critical.
The Problem
Engineering teams instrument their APIs but lack a centralized dashboard that surfaces performance degradation trends over time. Performance issues are discovered reactively (customer complaints, alerts) rather than proactively, leading to technical debt accumulation. Most APM tools (DataDog, New Relic) are expensive and require manual investigation; teams need a simple 'what's actually broken' lens.
Target Audience
Backend engineers and DevOps leads at early-stage startups and scale-ups (10-100 engineers) running microservices on AWS/GCP who already have basic logging/tracing but lack executive visibility into endpoint health trends.
Why Now?
Teams are increasingly using OpenTelemetry and structured logging as standards; the data exists but isn't being summarized. Cost consciousness post-2023 layoffs means teams want to surface waste without expensive vendor contracts.
What's Missing
Existing APM tools optimize for debugging single incidents, not for surfacing systemic endpoint performance trends. There's no simple 'performance debt scoreboard' that ranks endpoints by impact, making it hard for junior engineers to know where to optimize.
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