Knowledge Base

 Results for "observability"

Articles, FAQs, project case studies, and service deep-dives.

Main site

Search results

11 results
Article Product Engineering ★ Featured

Observability — Logs, Metrics, and Traces

Implementing the three pillars with OpenTelemetry and making them actionable.

observability OpenTelemetry logging metrics tracing
3 views Mar 30, 2026
Service Service Descriptions ★ Featured

Applied AI & ML — Service Overview

Everything included in our Applied AI engagements: RAG, agents, fine-tuning, evals, and guardrails.

Applied AI RAG agents fine-tuning evals
3 views Mar 30, 2026
Article Data & Platform

Data Observability — Detecting Silent Pipeline Failures

Freshness, volume, distribution, schema, and lineage monitoring for data reliability.

data observability freshness volume distribution Monte Carlo
3 views Mar 30, 2026
FAQ FAQs

How long does a typical project take?

Timeline expectations from kick-off to launch.

timeline process engagements sprint build
3 views Mar 30, 2026
Article Product Engineering

Logging Best Practices for Production Services

Structured logging, log levels, correlation IDs, and log aggregation.

logging structured logs correlation ID log levels Loki
3 views Mar 30, 2026
Article Product Engineering

DORA Metrics — Measuring Engineering Delivery Performance

Deployment frequency, lead time, MTTR, and change failure rate in practice.

DORA metrics deployment frequency lead time MTTR change failure rate
3 views Mar 30, 2026
Article Product Engineering

Background Job Queue Design

Idempotency, retries, dead letter queues, and job observability.

background jobs queue idempotency DLQ retry
2 views Mar 30, 2026
Article Data & Platform

Data Contracts — Formalising Agreements Between Producers and Consumers

Schema, SLAs, semantics, and how to enforce data contracts in practice.

data contracts ODCS schema SLA producer
2 views Mar 30, 2026
Article Product Engineering

Our observability stack for production services

Logs, metrics, traces — how we instrument every service we ship.

observability logging metrics traces OpenTelemetry
2 views Mar 30, 2026
Article Product Engineering

Service Mesh — Istio and Linkerd for Microservices

mTLS, traffic management, observability, and the operational cost of a service mesh.

service mesh Istio Linkerd mTLS sidecar
2 views Mar 30, 2026
Service Service Descriptions

Product Engineering — Service Overview

APIs, dashboards, and services delivered with tests, CI/CD, and observability from day one.

product engineering API dashboard CI/CD React
2 views Mar 30, 2026