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.NET 23 Feb 2026

Load Order Decides What Your Traces See

An int? sorted into a HashSet, no shipped config that sets it, and two middlewares whose relative position determines whether your production failures appear in Jaeger at all.

Architecture 23 Jan 2026

One Assignment Freezes Every Trace

Inflow carries request identity across its async message boundary in a static AsyncLocal. The line that populates it uses null-coalescing assignment inside a long-lived loop, so every message after the first runs under the first one's correlation id, trace id and user.

Microservices 18 Dec 2025

Everything Observed, Nothing Survivable

Trill ships Jaeger, Prometheus, Grafana, Seq, Consul and Vault, and contains no circuit breaker, no dead-letter queue, no health check and no alert rule - the closing retrospective on what this estate gets right, what it does not, and when not to build a system this way.

Microservices 25 Oct 2025

Observability With Amnesia

Pacco traces every request, scrapes every service every five seconds and ships every log line to Seq - then forgets all of it on docker-compose down, because the telemetry stores are the containers whose volume blocks are commented out. The wiring is exemplary; the memory is the finding.

Microservices 05 Oct 2025

The Observability Stack of 2018

DShop wires Serilog, App.Metrics and Jaeger through one shared kernel, propagates a trace span on the message envelope, and hangs its Consul health check on an endpoint no controller defines. A tour of pre-OpenTelemetry observability.

.NET 10 Sep 2025

The Fluent Handler That Explodes on Success

A reusable try-catch-finally wrapper in DShop.Common awaits a null-conditional delegate - so the success path throws a NullReferenceException the failure path avoids.

.NET 07 Sep 2025

Rejected Events — a Two-Lane Error Taxonomy

DShop.Common decides a message's fate from the type of exception a handler throws - domain failures become events, infrastructure failures get retried.

.NET 07 Sep 2025

The Envelope That Scrambled Itself

DShop.Common's correlation context threads request identity through every message hop - and a long positional argument list quietly transposes half its fields.

.NET 02 Sep 2025

The Compose File Is the Architecture Diagram

Three toy services, ten infrastructure containers. Reading Convey's docker-compose stack as the honest bill of the chassis: what each container is for, which volumes actually persist, the per-OS variants, and what I would cut in 2026.

.NET 19 Jul 2025

One Correlation ID Across Three Transports

FeedR threads a correlation ID from a YARP transform through HTTP middleware and into Pulsar message metadata - and quietly loses it at the Redis hop in the middle. Tracing exactly where the chain holds and where it breaks is the best observability lesson in the sample. Part 8 of the FeedR deep dive.

.NET 12 Jul 2025

Metrics Two Ways: AppMetrics and Prometheus

Convey ships two metrics packages that answer the same question from different eras - a push-flavored App.Metrics stack and a lean prometheus-net scrape endpoint - and the choice between them is a history lesson.

.NET 17 Apr 2025

The Error Logger That Cannot Log

A 22-character job name, a 20-character column, and an error handler that has thrown on every attempt since the day it shipped - plus the four parallel logging systems that still could not catch it.