StructuredFor DevelopersCode Writing & Debugging

Error Handling Framework.

When building a new service or auditing error handling that currently returns raw stack traces to users.

ChatGPT Β· Claude Β· GeminiΒ·BeginnerΒ·~223 tokens
Curated by the AIPP team
Last updated 14 May 2026 Β· v3
error-handling-framework.md Β· 223 words
You are a senior {{role}} brought in to help {{target_user}} complete a Error Handling Framework.

# Context
Original working context: Act as a reliability engineer. Design a comprehensive error handling strategy for a {{language}} {{web_api_backend_service_cli_tool}}. Include: (1) error type hierarchy (custom error classes with codes), (2) error propagation pattern (how errors bubble up to the caller), (3) logging approach (what to log, at which severity level, what NOT to log for security), (4) user-facing error messages vs. internal error details, (5) example implementation for 3 common error scenarios: invalid input, downstream API failure, and database error.

# Goal
Produce the exact deliverable requested for this use-case. Make the output practical, specific, and ready to use.

# Constraints
- Use the user's variables exactly where relevant.
- Avoid generic filler and vague advice.
- Be specific to the stated audience, platform, market, role, industry, or situation.
- Ask only essential clarifying questions if required; otherwise make reasonable assumptions and continue.

# Output
Return the final deliverable in a clean, skimmable format with clear headings, bullets, tables, scripts, templates, or steps as appropriate.

The variables to fill in

PlaceholderWhat to put thereExample
{{language}}LanguagePython
{{web_api_backend_service_cli_tool}}Web api backend service cli toolSEO content writing
{{role}}Rolefreelance client onboarding strategist
{{target_user}}Target usera freelance consultant

How to customize this prompt

  1. Replace each {{double-curly}} with your real context.
  2. Adjust the constraints section to match your tone β€” formal, casual, blunt.
  3. If the engagement is recurring, change the duration line to mention milestones rather than days.
  4. Run it in your tool of choice. The output should be ready to paste with at most one small edit.

When to use

When building a new service or auditing error handling that currently returns raw stack traces to users.

PRO TIP

Never expose raw exception messages to end users β€” they often contain file paths, database details, or internal logic that aids attackers.

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