Guance Learn

Observability questions

Focused answers for definitions, architecture choices, troubleshooting, pricing, and evaluation.

Append text to a file in Python illustration
Explainer

Append text to a file in Python

Open a file in append mode, write complete lines, read appended content, and distinguish flushing buffers from syncing data to disk.

Assert approximate equality with pytest illustration
Explainer

Assert approximate equality with pytest

Compare floating-point results with pytest.approx, choose meaningful tolerances, and handle sequences, dictionaries, NumPy arrays, and NaN.

Assert that Python code raises an exception with pytest illustration
Explainer

Assert that Python code raises an exception with pytest

Use pytest.raises to check exception types, match error messages, inspect exception details, and avoid assertions that never run.

Illustration of log monitoring and analysis
Explainer

Reload Logstash configuration automatically

Enable automatic configuration reloads, understand pipeline restarts, and verify a change without assuming lossless handover.

Illustration of a Linux server and log data
Explainer

Install Postfix noninteractively on Ubuntu

Preseed debconf answers, install Postfix without prompts, and apply a deliberately scoped mail configuration before testing delivery.

Illustration of Git branches and version history
Technical guide

Have Git set an upstream on the first push

Configure push.autoSetupRemote, distinguish publishing from branch-creation tracking, and troubleshoot cases where automatic setup does not apply.

Illustration of scheduled jobs, logs and Linux operations
Explainer

Back up and restore user crontabs

Export a user’s schedule safely, capture system jobs separately, and restore without accidentally replacing the wrong table.

Illustration of Git branches and version history
Technical guide

Split a Git commit into smaller commits

Use interactive rebase to stop at a commit, unstage its changes, and rebuild a reviewable series without losing the original tree.

Illustration of metrics, monitoring, and technical investigation
Explainer

Calculate Kubernetes CPU usage with Prometheus

Convert container CPU time into cores used, then compare usage with requests or limits without mixing Pods across namespaces.

Illustration of software components, data, and application workflows
Technical guide

Catch multiple exceptions in one Python handler

Use a tuple of exception classes when failures share a recovery path, and keep version differences and exception inheritance explicit.

Illustration of an event loop and asynchronous tasks
Technical guide

Print colored terminal output in Node.js

Use ANSI sequences or Chalk, reset styles, and adapt color output to the destination instead of assuming every terminal or log file supports it.

Illustration of Git branches and version history
Technical guide

Change the author of one Git commit

Amend author metadata without accidentally including staged changes, edit an older commit with rebase, and distinguish author identity from committer identity.