How Server-Side Pageview Tracking Works: Beacons, Edge Collection, and Accuracy
Engineering

How Server-Side Pageview Tracking Works: Beacons, Edge Collection, and Accuracy

Your tracking pixel just got blocked by uBlock Origin. Again. Here's what happens when you move pageview collection server-side—from Beacon API mechanics to IP-to-region resolution without storing IPs.

JustAnalytics Platform TeamOctober 3, 202612 min read
How DOM Session Recording Works: Snapshots, Mutations & Replay
Engineering

How DOM Session Recording Works: Snapshots, Mutations & Replay

Session replay isn't video—it's DOM serialization. Here's how it works.

JustAnalytics Platform TeamOctober 2, 202610 min read
How Log Parsing and Grok Patterns Work: Turning Raw Log Lines Into Structured Fields, Explained
Engineering

How Log Parsing and Grok Patterns Work: Turning Raw Log Lines Into Structured Fields, Explained

How grok patterns turn raw logs into queryable fields—regex syntax and pipeline setup.

JustAnalytics Platform TeamOctober 1, 202612 min read
Fix Uptime Monitor False Alerts From Cloudflare Bot Challenges: 5-Step Allowlist Guide
Engineering

Fix Uptime Monitor False Alerts From Cloudflare Bot Challenges: 5-Step Allowlist Guide

Your uptime monitor says the site is down. Cloudflare is blocking it.

JustAnalytics Platform TeamSeptember 25, 202614 min read
Fix Sampling Blind Spots: Capture Failures on High-Traffic Days
Engineering

Fix Sampling Blind Spots: Capture Failures on High-Traffic Days

Random sampling misses 90% of failures during traffic spikes. Fix it.

JustAnalytics Platform TeamSeptember 23, 202613 min read
Fix Inflated Pageviews From Link Prefetching and Speculative Prerendering
Engineering

Fix Inflated Pageviews From Link Prefetching and Speculative Prerendering

Speculation Rules and prefetch APIs are silently doubling your pageview counts. Here's the detection method and the fix.

JustAnalytics Platform TeamSeptember 22, 202612 min read
Why React Strict Mode Double-Fires Your Analytics Events (and How to Stop It)
Engineering

Why React Strict Mode Double-Fires Your Analytics Events (and How to Stop It)

React Strict Mode doubling your analytics? Here's the fix.

JustAnalytics Platform TeamSeptember 21, 202611 min read
Fix CORS Errors on Analytics Beacons: 2026 Guide
Engineering

Fix CORS Errors on Analytics Beacons: 2026 Guide

Your telemetry is silently failing. Here's how to fix CORS preflight issues.

JustAnalytics Platform TeamSeptember 19, 202611 min read
Stop Saying 'Can't Reproduce': Tracing an Error Back to the Session That Caused It
Engineering

Stop Saying 'Can't Reproduce': Tracing an Error Back to the Session That Caused It

The error happened. You can't reproduce it. But the session replay shows exactly what the user did—and it's one click away from the stack trace.

JustAnalytics Platform TeamSeptember 18, 202612 min read
Fixing Analytics and Errors Lost to the Back-Forward Cache (bfcache)
Engineering

Fixing Analytics and Errors Lost to the Back-Forward Cache (bfcache)

The browser's back-forward cache skips page loads entirely — your analytics and error tracking never fire. Here's the pagehide/pageshow fix.

JustAnalytics Platform TeamSeptember 15, 202611 min read
Error Tracking for RedwoodJS and Full-Stack GraphQL Apps: Cells, Services, and Resolvers
Engineering

Error Tracking for RedwoodJS and Full-Stack GraphQL Apps: Cells, Services, and Resolvers

RedwoodJS cells mask GraphQL failures behind loading states. Here's how to trace errors from a crashed cell render back through the resolver that caused it.

JustAnalytics Platform TeamSeptember 14, 202614 min read
Error Tracking for React Native Apps: Source Maps, Native Crashes, and JS Errors in One Place
Engineering

Error Tracking for React Native Apps: Source Maps, Native Crashes, and JS Errors in One Place

Set up unified error tracking for React Native with source maps, native crash reports, and screen-level analytics — no separate SDK required.

react-native-error-trackingmobile-crash-reportingsource-maps+6
JustAnalytics Platform TeamSeptember 12, 202611 min read
Preact Error Tracking: Signals, Source Maps, Under 5KB
Engineering

Preact Error Tracking: Signals, Source Maps, Under 5KB

Track Preact errors without bloating your bundle.

JustAnalytics Platform TeamSeptember 11, 202612 min read
Error Tracking for IoT Firmware-Update Dashboards: Catching Failed OTA Rollouts Fast
Engineering

Error Tracking for IoT Firmware-Update Dashboards: Catching Failed OTA Rollouts Fast

When your fleet management dashboard shows 847 devices stuck mid-update, you need error context now — not after digging through four tools.

JustAnalytics Platform TeamSeptember 10, 202614 min read
Error Tracking for Capacitor and Ionic Apps: Web Errors, Native Plugins, and WebView Crashes Together
Engineering

Error Tracking for Capacitor and Ionic Apps: Web Errors, Native Plugins, and WebView Crashes Together

Catch JS errors, plugin failures, and WebView crashes in one dashboard for Capacitor apps.

JustAnalytics Platform TeamSeptember 8, 202611 min read
Error Tracking for Canvas and WebGL Apps: Catching Context-Lost Crashes and Shader Failures
Engineering

Error Tracking for Canvas and WebGL Apps: Catching Context-Lost Crashes and Shader Failures

Track WebGL context loss and GPU crashes before users see a black screen.

webgl-error-trackingcanvas-monitoringshader-debugging+6
JustAnalytics Platform TeamSeptember 6, 202614 min read
Deploy Rollback Statistics 2026: How Often Releases Get Reverted and Why
Engineering

Deploy Rollback Statistics 2026: How Often Releases Get Reverted and Why

15% of deploys roll back. 67% happen within 30 minutes. The DORA data reveals why.

JustAnalytics Platform TeamSeptember 3, 202611 min read
How Cookieless Analytics Actually Works: A Technical Deep Dive (No Fingerprinting)
Engineering

How Cookieless Analytics Actually Works: A Technical Deep Dive (No Fingerprinting)

Daily-rotating salts, hashed IP+UA, and why this isn't fingerprinting under EDPB guidance. Pseudocode included.

JustAnalytics Platform TeamAugust 31, 202612 min read
Running a Game Day When You Only Have One Observability Tool
Engineering

Running a Game Day When You Only Have One Observability Tool

Skip the chaos platform. One observability tool + half a day = incident readiness that actually sticks.

JustAnalytics Platform TeamAugust 28, 202614 min read
Capacity Planning From Real-User Data: Sizing Ahead of Next Quarter's Traffic
Engineering

Capacity Planning From Real-User Data: Sizing Ahead of Next Quarter's Traffic

Your analytics already show next quarter's infra needs. Here's how to extract traffic curves, predict peaks, and right-size before you get paged.

JustAnalytics Platform TeamAugust 26, 202613 min read
The Browser Telemetry API Reference: 30 Web APIs That Emit Observability Data
Engineering

The Browser Telemetry API Reference: 30 Web APIs That Emit Observability Data

30 browser APIs emit observability data. Most devs know maybe half. Here's the complete reference.

JustAnalytics Platform TeamAugust 25, 202611 min read
APM for Node.js and Express APIs Without Installing a Heavyweight Agent
Engineering

APM for Node.js and Express APIs Without Installing a Heavyweight Agent

Skip the 200MB agent binaries. Here's how to get P95 latency, distributed tracing, and error correlation for your Express API using OpenTelemetry auto-instrumentation and a sub-5KB frontend script.

apmnodejsexpress+6
JustAnalytics Platform TeamAugust 24, 202610 min read
APM for Scala Play and Pekko Actor Systems
Engineering

APM for Scala Play and Pekko Actor Systems

Actor mailboxes break thread-local trace context. Here's how to propagate spans across Pekko actors in a Play Framework app without losing your mind.

scala-play-frameworkpekko-actorsdistributed-tracing+6
JustAnalytics Platform TeamAugust 21, 202611 min read
AI and LLM Observability Glossary: 30 Terms Defined
Engineering

AI and LLM Observability Glossary: 30 Terms Defined

30 LLM observability terms defined — token accounting, evals, agent spans, guardrails. Plain English for AI ops.

JustAnalytics Platform TeamAugust 17, 202613 min read
APM for PHP Symfony and Messenger Workers: 2026 Guide
Engineering

APM for PHP Symfony and Messenger Workers: 2026 Guide

Trace Symfony HTTP requests and Messenger workers with OpenTelemetry APM. Doctrine spans, queue timing, full visibility.

JustAnalytics Platform TeamAugust 15, 202613 min read
APM for Flask and Python WSGI Apps: Request Tracing and Slow-Query Spans
Engineering

APM for Flask and Python WSGI Apps: Request Tracing and Slow-Query Spans

Add request tracing and slow-query detection to Flask apps with OpenTelemetry and JustAnalytics. Gunicorn-ready.

JustAnalytics Platform TeamAugust 14, 202610 min read
APM for Java Quarkus and Micronaut Services
Engineering

APM for Java Quarkus and Micronaut Services

Wire OpenTelemetry APM into Quarkus and Micronaut apps — including GraalVM native images where the usual Java agent trick doesn't work.

java-apmquarkusmicronaut+6
JustAnalytics Platform TeamAugust 12, 202610 min read
APM for ASP.NET Core Minimal APIs: OpenTelemetry + Endpoint Filters
Engineering

APM for ASP.NET Core Minimal APIs: OpenTelemetry + Endpoint Filters

APM for .NET 8 Minimal APIs — trace slow endpoints in under an hour.

JustAnalytics Platform TeamAugust 10, 202612 min read
APM for gRPC and Protobuf Microservices
Engineering

APM for gRPC and Protobuf Microservices

How to wire distributed tracing into gRPC microservices — interceptor-based span propagation, deadline errors that actually tell you something, and streaming RPC traces that don't blow up your cardinality.

grpcprotobufapm+6
JustAnalytics Platform TeamAugust 10, 202612 min read
APM for tRPC and GraphQL Resolvers: Find the Slow Field Fast
Engineering

APM for tRPC and GraphQL Resolvers: Find the Slow Field Fast

Which resolver took 2.8 of your 3-second query? Per-field APM tracing reveals all.

graphql-resolver-apmtrpc-tracingdistributed-tracing+6
JustAnalytics Platform TeamJuly 31, 202613 min read
Error Tracking for TanStack Start and TanStack Router Apps
Engineering

Error Tracking for TanStack Start and TanStack Router Apps

TanStack Start's beforeLoad and loader errors vanish into the void unless you catch them yourself. Here's the setup for route-loader failures plus pageviews in one script.

JustAnalytics Platform TeamJuly 28, 202612 min read
APM for Spring MVC With Java Virtual Threads: Tracing Without Thread-Local Surprises
Engineering

APM for Spring MVC With Java Virtual Threads: Tracing Without Thread-Local Surprises

Java 21 virtual threads break APM agents. Fix your traces with OpenTelemetry.

apm-spring-virtual-threadsjava-21-observabilityopentelemetry-spring-boot+6
JustAnalytics Platform TeamJuly 26, 202612 min read
Your Analytics Script Is Blocked by Content Security Policy: How to Diagnose and Fix It
Engineering

Your Analytics Script Is Blocked by Content Security Policy: How to Diagnose and Fix It

CSP silently drops your analytics. No errors in your app, no data in your dashboard. Here's how to read the violation and fix it in under 10 minutes.

JustAnalytics Platform TeamJuly 24, 202611 min read
APM for Rust Web Services: Tracing Axum and Actix Without a Vendor Agent
Engineering

APM for Rust Web Services: Tracing Axum and Actix Without a Vendor Agent

Rust APM tracing with no agent—finally, real observability.

JustAnalytics Platform TeamJuly 21, 202610 min read
How to Build an Internal Metrics Dashboard From Your Analytics API
Engineering

How to Build an Internal Metrics Dashboard From Your Analytics API

Build a live internal dashboard with the JustAnalytics API — real code included.

analytics-apiinternal-dashboardmetrics-dashboard+6
JustAnalytics Platform TeamJuly 20, 202611 min read
Vue & Nuxt Error Tracking: Capture Hydration Errors and SSR Crashes
Engineering

Vue & Nuxt Error Tracking: Capture Hydration Errors and SSR Crashes

Catch Vue hydration mismatches and SSR crashes before your users report them.

vue-error-trackingnuxt-ssr-debugginghydration-mismatch+6
JustAnalytics Platform TeamJuly 16, 202611 min read
Error Tracking for Travel Booking Engines: When a Failed Search Costs the Sale
Engineering

Error Tracking for Travel Booking Engines: When a Failed Search Costs the Sale

A silent API timeout in your flight search can bleed bookings for hours before anyone notices. Here's how to catch it.

JustAnalytics Platform TeamJuly 14, 202611 min read
Error Tracking for Svelte and SvelteKit: Catching Load-Function and Hydration Failures
Engineering

Error Tracking for Svelte and SvelteKit: Catching Load-Function and Hydration Failures

SvelteKit load functions and form actions fail in ways generic SDKs miss. Here's how to catch them with handleError and pageview tracking in one embed.

JustAnalytics Platform TeamJuly 12, 202612 min read
Laravel Error Tracking: Exception Handler to Funnel Impact
Engineering

Laravel Error Tracking: Exception Handler to Funnel Impact

Laravel error tracking that correlates exceptions with funnel drop-offs. Stop debugging blind.

laravel-error-trackingphp-exception-handlingblade-analytics+6
JustAnalytics Platform TeamJuly 11, 202612 min read
Error Tracking for Electron Desktop Apps: Main, Renderer, and Native Crashes in One View
Engineering

Error Tracking for Electron Desktop Apps: Main, Renderer, and Native Crashes in One View

Catch main, renderer, and native crashes in one dashboard — debug Electron apps faster.

JustAnalytics Platform TeamJuly 9, 202613 min read
Error Tracking for Browser Extensions: Background, Content-Script, and Popup Failures
Engineering

Error Tracking for Browser Extensions: Background, Content-Script, and Popup Failures

Track crashes in extension service workers, content scripts, popups. Manifest V3 ready.

chrome-extensionsmanifest-v3error-tracking+6
JustAnalytics Platform TeamJuly 8, 202612 min read
Error Tracking for Angular Apps: Zone.js Errors, RxJS Failures, and Route Drop-Off
Engineering

Error Tracking for Angular Apps: Zone.js Errors, RxJS Failures, and Route Drop-Off

Angular error tracking with Zone.js, RxJS, and route analytics in one 5KB script.

angular-error-trackingrxjs-observabilityzone-js-errors+6
JustAnalytics Platform TeamJuly 6, 202612 min read
When Stripe or AWS Goes Down: Detecting Third-Party Outages Before Your Users Do
Engineering

When Stripe or AWS Goes Down: Detecting Third-Party Outages Before Your Users Do

Your app looks broken when a dependency dies. Learn to detect third-party outages with synthetic checks and error-spike correlation — minutes, not hours.

third-party-outage-detectionsynthetic-monitoringincident-response+6
JustAnalytics Platform TeamJuly 4, 202613 min read
Black Friday Readiness for Your Monitoring Stack: Load, Alerts, and Failure Drills
Engineering

Black Friday Readiness for Your Monitoring Stack: Load, Alerts, and Failure Drills

Your monitoring stack was built for normal traffic. Black Friday isn't normal.

JustAnalytics Platform TeamJune 28, 202614 min read
Phoenix LiveView APM: Tracing Without Heavy Agents (2026)
Engineering

Phoenix LiveView APM: Tracing Without Heavy Agents (2026)

Phoenix LiveView breaks naive APM tools. Here's the fix using Telemetry + OpenTelemetry.

JustAnalytics Platform TeamJune 24, 202611 min read
Error Tracking for E-Commerce Checkout Flows: Catching the Bugs That Kill Sales
Engineering

Error Tracking for E-Commerce Checkout Flows: Catching the Bugs That Kill Sales

A silent JS error in your checkout can bleed thousands before anyone notices. Here's how to catch it.

JustAnalytics Platform TeamJune 20, 202613 min read
Build a Status Page From Uptime Data (2026 Tutorial)
Engineering

Build a Status Page From Uptime Data (2026 Tutorial)

Build a status page from uptime data. No extra vendor, no extra bill.

status-pageuptime-monitoringincident-management+6
JustAnalytics Platform TeamJune 18, 202611 min read
Correlate Errors with Funnel Drop-Off: Find Conversion Bugs Fast
Engineering

Correlate Errors with Funnel Drop-Off: Find Conversion Bugs Fast

A JS error cost 12% of checkouts. Find yours in 30 seconds.

JustAnalytics Platform TeamMay 14, 202613 min read
Django Analytics Middleware: Error Tracking + Pageviews in 80 Lines
Engineering

Django Analytics Middleware: Error Tracking + Pageviews in 80 Lines

One middleware for pageviews and errors. Celery + DRF included.

JustAnalytics Platform TeamMay 13, 202611 min read