Tag: devops
AI Prompt Versioning
The practice of treating prompts as versioned artifacts — tracking changes, correlating outputs to prompt revisions, and enabling rollback when quality regresses.
3w ago
ai_ml intermediate
AI Observability
2
The practice of monitoring, tracing, and evaluating LLM-powered systems in production — covering latency, token costs, prompt drift, output quality, and failure modes.
2mo ago
ai_ml intermediate
Alert Fatigue
When alerts fire so frequently or for such trivial reasons that on-call engineers begin ignoring them — the most dangerous state for a production monitoring system.
3mo ago
observability intermediate
APM Tools
PHP 5.0+
Application Performance Monitoring tools — Datadog, New Relic, Elastic APM — provide distributed tracing, performance profiling, error tracking, and anomaly detection in production.
3mo ago
observability intermediate
Alerting & On-Call
PHP 5.0+
1
Automated notifications triggered when SLIs breach SLO thresholds — effective alerting is actionable, low-noise, and tied to clear runbooks.
3mo ago
devops intermediate
API Key Exposure
1
API keys committed to version control, logged, or exposed in client-side code can be harvested and abused by attackers.
CWE-312 OWASP A2:2021
3mo ago
security beginner
9.1
Async Processing / Job Queues
PHP 5.0+
1
Deferring time-consuming work (emails, image processing, third-party API calls) to background workers via a queue, improving response times.
3mo ago
performance intermediate
Auto Scaling
PHP 5.0+
1
Automatically adding or removing compute instances based on load metrics — ensuring capacity matches demand without over-provisioning or under-provisioning.
3mo ago
cloud intermediate