Inferensys

Prompt

Deprecation Header Injection Prompt for API Responses

A practical prompt playbook for generating HTTP Sunset, Deprecation, and Link header values with structured warning bodies, validated against RFC 8594 and your published deprecation schedule.
Developer doing prompt engineering on laptop, prompt variations visible on screen, casual coding session.
PROMPT PLAYBOOK

When to Use This Prompt

Defines the job-to-be-done, ideal user, required context, and boundaries for the Deprecation Header Injection Prompt.

This prompt is for API platform engineers who need to generate machine-readable HTTP deprecation headers and human-readable warning bodies for API responses. Use it when you have a defined deprecation schedule and need to inject consistent, standards-compliant deprecation signals into your API gateway, middleware, or response pipeline. The prompt produces a complete header configuration object and a structured warning body that downstream clients and API consumers can parse programmatically.

The ideal user has access to the deprecation schedule, the sunset date, the replacement endpoint URI, and the API's documentation link. Required context includes the deprecated resource path, the RFC 8594 sunset date, and any migration documentation URL. The prompt expects these as explicit inputs and will not invent dates or replacement endpoints. It enforces strict compliance with the Sunset and Deprecation HTTP header field specifications, ensuring that the Sunset header uses an HTTP-date format and the Deprecation header is set to true.

Do not use this prompt to draft customer-facing email announcements, blog posts, or status page updates. It is strictly for HTTP response-level injection. The output is a machine-actionable configuration object, not a marketing message. If you need to communicate the deprecation to humans through channels other than the API response itself, use a sibling prompt such as the API Deprecation Notice Drafting Prompt Template or the Multi-Channel Sunset Announcement Prompt. After generating the header configuration, validate it against your OpenAPI specification and test it in a staging environment before deploying to production.

PRACTICAL GUARDRAILS

Use Case Fit

Where the Deprecation Header Injection Prompt works well, where it fails, and the operational prerequisites for safe use.

01

Good Fit: Automated API Governance

Use when: Your API gateway or middleware needs to inject standards-compliant Sunset and Deprecation headers automatically based on a deprecation schedule. Guardrail: Validate all generated header values against RFC 8594 before deployment.

02

Bad Fit: Customer-Facing Explanations

Avoid when: You need to generate the human-readable explanation or migration guide that accompanies the header. This prompt produces machine-readable headers and terse warning bodies, not developer-friendly prose. Guardrail: Pair with a separate deprecation notice drafting prompt for the full communication.

03

Required Input: Authoritative Deprecation Schedule

Risk: Without a single source of truth for dates, the prompt may generate headers that conflict with published timelines. Guardrail: Always supply a structured deprecation schedule as [DEPRECATION_SCHEDULE] and cross-reference generated dates against it before activation.

04

Operational Risk: Premature Sunset Enforcement

Risk: Injecting a Sunset header too early or with an incorrect date can trigger automated client shutdowns and break integrations. Guardrail: Require human approval for any header with a Sunset date less than 90 days out, and stage all header changes through a canary deployment.

05

Operational Risk: Missing Link Relations

Risk: A Deprecation header without a corresponding Link relation to the replacement resource leaves consumers without a migration path. Guardrail: Validate that every generated Deprecation header is paired with a valid Link header pointing to documented replacement documentation.

06

Bad Fit: Non-HTTP API Surfaces

Avoid when: The deprecation target is an SDK method, a GraphQL field, a gRPC service, or a CLI command. HTTP header injection is meaningless for these surfaces. Guardrail: Route non-HTTP deprecation tasks to the appropriate SDK, schema, or tool-specific deprecation prompt instead.

PROMPT PLAYBOOK

Copy-Ready Prompt Template

A production-ready prompt template for generating RFC 8594-compliant HTTP deprecation headers and structured warning bodies for API responses.

This prompt template generates the exact Sunset, Deprecation, and Link HTTP header values plus a structured response body warning that your API gateway or middleware should inject into deprecated endpoint responses. The template is designed to be wired into a configuration generation pipeline, CI/CD step, or internal tooling where you need machine-readable deprecation signals that downstream clients can parse programmatically. Before using this template, ensure you have the deprecation schedule, replacement endpoint URLs, migration guide links, and sunset date confirmed in your deprecation policy. This prompt is not a substitute for customer-facing deprecation emails or developer portal announcements—it handles the in-band HTTP signaling layer only.

text
You are an API deprecation configuration generator. Your output will be consumed by an API gateway configuration system. Generate strictly valid, machine-readable deprecation signals for an HTTP endpoint.

## INPUT
- Endpoint path: [ENDPOINT_PATH]
- HTTP method: [HTTP_METHOD]
- Sunset date (RFC 7231 HTTP-date format): [SUNSET_DATE]
- Deprecation date (RFC 7231 HTTP-date format): [DEPRECATION_DATE]
- Replacement endpoint URL (full URI or relative path): [REPLACEMENT_URL]
- Migration guide URL: [MIGRATION_GUIDE_URL]
- Deprecation scope (e.g., "full endpoint", "specific query parameter", "response field"): [DEPRECATION_SCOPE]
- Current API version: [CURRENT_VERSION]
- Version where endpoint will be removed: [REMOVAL_VERSION]
- Contact email for questions: [CONTACT_EMAIL]

## CONSTRAINTS
- Headers must comply with RFC 8594 (Sunset) and the Deprecation HTTP header field draft.
- The Sunset header value must be an HTTP-date as defined in RFC 7231, section 7.1.1.1.
- The Deprecation header value must be an HTTP-date indicating when the deprecation was announced.
- The Link header must use the `rel="deprecation"` relation type pointing to the migration guide.
- The response body warning must be a JSON object with a structured `warning` field, not free text.
- Do not include speculative dates, placeholder values, or commentary outside the output format.
- If any required input is missing, output a JSON error object with `"error": true` and a `"missing_fields"` array.

## OUTPUT SCHEMA
Return a JSON object with this exact structure:
{
  "headers": {
    "Sunset": "<HTTP-date>",
    "Deprecation": "<HTTP-date>",
    "Link": "<[REPLACEMENT_URL]>; rel=\"alternate\", <[MIGRATION_GUIDE_URL]>; rel=\"deprecation\""
  },
  "response_body": {
    "warning": {
      "type": "deprecation",
      "scope": "[DEPRECATION_SCOPE]",
      "sunset_date": "[SUNSET_DATE]",
      "removal_version": "[REMOVAL_VERSION]",
      "replacement_url": "[REPLACEMENT_URL]",
      "migration_guide": "[MIGRATION_GUIDE_URL]",
      "contact": "[CONTACT_EMAIL]"
    }
  }
}

## VALIDATION RULES
- Sunset date must be in the future relative to the deprecation date.
- Deprecation date must be in the past or present (announcement already occurred).
- Replacement URL must be a valid URI or start with "/".
- Contact email must contain an "@" character.

## EXAMPLES
Input: GET /v1/users, Sunset: Tue, 01 Jul 2025 00:00:00 GMT, Deprecation: Tue, 01 Jan 2025 00:00:00 GMT, Replacement: /v2/users, Migration: https://docs.example.com/migrate-users, Scope: full endpoint, Current: v1, Removal: v2, Contact: api-support@example.com
Output:
{
  "headers": {
    "Sunset": "Tue, 01 Jul 2025 00:00:00 GMT",
    "Deprecation": "Tue, 01 Jan 2025 00:00:00 GMT",
    "Link": "</v2/users>; rel=\"alternate\", <https://docs.example.com/migrate-users>; rel=\"deprecation\""
  },
  "response_body": {
    "warning": {
      "type": "deprecation",
      "scope": "full endpoint",
      "sunset_date": "Tue, 01 Jul 2025 00:00:00 GMT",
      "removal_version": "v2",
      "replacement_url": "/v2/users",
      "migration_guide": "https://docs.example.com/migrate-users",
      "contact": "api-support@example.com"
    }
  }
}

## OUTPUT
Generate the deprecation configuration for the provided inputs. Return only the JSON object, no markdown fences or commentary.

To adapt this template for your environment, replace every square-bracket placeholder with values sourced from your deprecation tracking system or API governance registry. The SUNSET_DATE and DEPRECATION_DATE must be valid HTTP-date strings—use a date library in your pipeline to format these rather than relying on the model to generate them from natural language. The Link header construction follows RFC 8288; if your replacement endpoint has multiple alternates, extend the Link value with additional rel="alternate" entries before the rel="deprecation" entry. For endpoints deprecated at the field level rather than the full endpoint, set DEPRECATION_SCOPE to something like response field "legacy_id" and adjust the response body warning accordingly. If your API gateway requires headers in a specific configuration format (e.g., Envoy, Kong, or AWS API Gateway), add a post-processing step that maps this JSON output into the gateway's configuration schema—this prompt produces the canonical values, not the gateway-specific wiring.

Before deploying generated configurations, validate the output against your deprecation schedule in a staging environment. Run an integration test that calls the deprecated endpoint and asserts that all three headers are present with correct values, that the response body contains the structured warning, and that the Sunset date matches the published timeline. If your deprecation policy requires a Warning header with a 299 warn-code in addition to the Sunset header, extend the output schema and prompt constraints accordingly. Never deploy deprecation headers to production without confirming that the sunset date has been reviewed by the API product manager and that the replacement endpoint is live and documented.

IMPLEMENTATION TABLE

Prompt Variables

Every placeholder the deprecation header injection prompt expects, with validation rules to enforce before the prompt is assembled and sent.

PlaceholderPurposeExampleValidation Notes

[ENDPOINT_PATH]

The API route being deprecated

/v1/legacy/users

Must match a real route in the API spec; reject if path is not found in the current OpenAPI document

[SUNSET_DATE]

RFC 8594 Sunset header value (HTTP-date)

Sat, 31 Dec 2025 23:59:59 GMT

Must parse as valid IMF-fixdate per RFC 7231; must be a future date; reject if date is in the past or unparseable

[DEPRECATION_DATE]

Date the deprecation was announced or became effective

2025-06-01

Must be ISO 8601 date format; must be on or before SUNSET_DATE; null allowed if not yet announced

[REPLACEMENT_ENDPOINT]

The endpoint consumers should migrate to

/v2/users

Must be a valid absolute path; must exist in the current API spec; null allowed if no direct replacement exists

[REPLACEMENT_DOCS_URL]

Link to migration guide or replacement docs

Must be a valid HTTPS URL; must return 200 at time of validation; null allowed if docs are not yet published

[DEPRECATION_REASON]

Brief explanation for the deprecation

Replaced by v2 Users API with improved pagination

Must be 10-300 characters; must not contain alarmist language; must reference the replacement if one exists

[CONTACT_EMAIL]

Support contact for migration questions

Must match email regex; must be a monitored alias; reject if set to a personal or unmonitored address

[API_VERSION_HEADER]

The API version header name used by the platform

X-API-Version

Must match the platform's actual version header; must be a valid HTTP header name per RFC 7230; reject if empty or mismatched

PROMPT PLAYBOOK

Implementation Harness Notes

Wire the deprecation header prompt into your API gateway or middleware for automated, auditable injection of Sunset and Deprecation headers.

This prompt is designed to be called programmatically from your API gateway, reverse proxy, or response middleware, not manually. The model receives a structured request containing the endpoint path, HTTP method, current deprecation schedule, and the desired output format. Its response must be parsed as a strict JSON object containing the header names and values to inject. Do not treat this as a conversational prompt; it is a machine-to-machine instruction that must produce deterministic, validatable output every time.

Before injecting any header, validate the Sunset field against the HTTP-date specification (RFC 7231, Section 7.1.1.1) using a regex such as ^(Mon|Tue|Wed|Thu|Fri|Sat|Sun), \d{2} (Jan|Feb|Mar|Apr|May|Jun|Jul|Aug|Sep|Oct|Nov|Dec) \d{4} \d{2}:\d{2}:\d{2} GMT$. Reject any output where the date does not match the published deprecation schedule for that endpoint version. If validation fails, retry the prompt once with an additional [CONSTRAINTS] block that explicitly lists the allowed sunset dates per endpoint. After a second failure, log the error, alert the on-call channel, and fall back to a static header configuration defined in your infrastructure-as-code repo.

Log every injection event—including the endpoint, injected header names and values, model version, and a timestamp—to your structured logging system (e.g., structured JSON to stdout, shipped to your observability platform). This audit trail is critical for debugging consumer-reported issues and proving compliance with your published deprecation policy. For high-traffic APIs, cache the generated header configuration per endpoint version in your gateway's in-memory store (e.g., a TTL-based cache keyed by endpoint:version) and refresh only when the deprecation schedule changes. Do not inject headers on endpoints not listed in the deprecation schedule; the middleware should check the endpoint against the schedule before calling the model. Human review is required before enabling deprecation headers in production for the first time on a new endpoint—use a feature flag or a manual approval step in your deployment pipeline to gate this.

IMPLEMENTATION TABLE

Expected Output Contract

The model must return a JSON object with these exact fields. Any deviation is a validation failure. Use this table to configure your output parser, schema validator, and retry logic.

Field or ElementType or FormatRequiredValidation Rule

deprecation_header

object

Must contain exactly three keys: Sunset, Deprecation, Link. No additional keys allowed.

deprecation_header.Sunset

string (HTTP-date)

Must match RFC 7231 IMF-fixdate format (e.g., Sat, 31 Dec 2025 23:59:59 GMT). Parse with Date.parse() and confirm it is a future date.

deprecation_header.Deprecation

string (HTTP-date)

Must match RFC 7231 IMF-fixdate format. Must be on or before the Sunset date. Parse and compare timestamps.

deprecation_header.Link

string (URI)

Must be a valid absolute URI as defined by RFC 3986. Must resolve to the published deprecation policy or migration guide. Validate with a URL constructor.

warning_body

object

Must contain id, code, message, and docs keys. Schema must match the RFC 7807 Problem Details structure.

warning_body.id

string

Must be a non-empty string. Recommended format: urn:uuid:<UUID> or a stable error identifier from the API error catalog.

warning_body.code

string

Must be exactly "deprecation_policy" or a value from the approved deprecation error code registry. Enum check required.

warning_body.message

string

Must contain the deprecation date, the replacement endpoint name, and a link to the migration guide. Minimum length 50 characters. Must not contain alarmist language.

warning_body.docs

string (URI)

Must be a valid absolute URI. Must match the Link header value. Cross-field equality check required.

PRACTICAL GUARDRAILS

Common Failure Modes

Deprecation header injection looks simple—generate a few HTTP headers and a response body. In production, the failures are predictable: RFC non-compliance, stale dates, missing Link relations, and silent breakage when consumers ignore structured warnings. These cards cover what breaks first and how to guard against it.

01

Sunset Date Drift from Published Schedule

What to watch: The model generates a Sunset header date that is plausible but does not match the authoritative deprecation schedule in your policy document or API lifecycle database. A single day of drift can cause consumers to miss enforcement windows. Guardrail: Always inject the exact sunset date from your source of truth into the prompt as a required variable. Validate the generated header value against the expected RFC 7231 HTTP-date format and the canonical date before the response leaves the gateway.

02

Missing or Incorrect Link Relation Type

What to watch: The model omits the Link header entirely or uses a non-standard rel value (e.g., rel="docs" instead of rel="deprecation" or rel="sunset"). RFC 8594 requires specific relation types, and automated tooling that parses these headers will silently ignore malformed values. Guardrail: Enforce a strict allowlist of rel values in the prompt constraints. Post-process the header with a validator that rejects any response missing the required rel="deprecation" link pointing to the migration documentation.

03

Warning Header Format Violations

What to watch: The model generates a Warning header with an incorrect warn-code (e.g., using 199 instead of 299 for deprecation) or omits the required warn-agent pseudonym. HTTP Warning headers have a strict grammar defined in RFC 7234, and malformed headers are often stripped by intermediate proxies. Guardrail: Provide the exact warn-code and warn-agent in the prompt template. Validate the generated header string against the ABNF grammar warn-code SP warn-agent SP warn-text before injection. Reject and retry on parse failure.

04

Response Body Inconsistency with Headers

What to watch: The structured warning body in the JSON response payload contradicts the HTTP headers—for example, the body says deprecation is effective immediately while the Sunset header shows a date six months out. Consumers that read only one signal will act on incomplete information. Guardrail: Generate headers and body from the same structured input block in a single model call. Add a post-generation consistency check that extracts the date, resource identifier, and migration URL from both the headers and the body and asserts they match.

05

Silent Failure on Non-200 Responses

What to watch: The deprecation header injection logic only fires on 2xx responses, leaving error responses (4xx, 5xx) without deprecation signaling. Consumers that hit an error on a deprecated endpoint may retry without ever seeing the deprecation notice. Guardrail: Apply deprecation headers to all response codes for the deprecated resource, including error responses. The prompt and injection logic should be response-code-agnostic, with the deprecation status determined solely by the requested resource path.

06

Over-Injection on Non-Deprecated Sibling Endpoints

What to watch: A broad injection rule accidentally adds deprecation headers to active, non-deprecated endpoints that share a path prefix with the deprecated resource. This causes false alarms and erodes consumer trust in your deprecation signaling. Guardrail: Use exact resource path matching or a tightly scoped allowlist of deprecated endpoint patterns. The prompt should receive the specific deprecated path and be instructed to generate headers only for that resource. Validate in staging with a test suite that confirms non-deprecated endpoints remain header-free.

IMPLEMENTATION TABLE

Evaluation Rubric

Score each output against these criteria before injecting into production responses. A score below 4 on any row requires a retry or human review.

CriterionPass StandardFailure SignalTest Method

RFC 8594 Sunset Header Validity

Sunset header contains a valid HTTP-date as defined in RFC 7231, exactly one date, and no other directives

Missing date, multiple dates, non-standard date format, or extra text in header value

Parse header with an HTTP-date validator; confirm single date token; reject if parse fails or extra tokens present

Deprecation Header Presence and Format

Deprecation header is set to "true" exactly when the endpoint is deprecated; absent or "false" otherwise

Header missing on deprecated endpoint, present on active endpoint, or value is not exactly "true"

Assert header value equals "true" for deprecated endpoints; assert header absent for active endpoints; reject any other value

Link Header Relationship Correctness

Link header includes rel="deprecation" and rel="sunset" with valid absolute URIs pointing to live policy and documentation pages

Relative URI, broken link, missing rel attribute, or URI pointing to non-existent resource

Parse Link header per RFC 8288; verify rel values; issue HEAD request to each URI; reject on non-200 response or missing rel

Warning Body Schema Compliance

Response body includes a structured warning object matching [OUTPUT_SCHEMA] with all required fields present and correctly typed

Missing required field, wrong type, extra fields not in schema, or malformed JSON

Validate against [OUTPUT_SCHEMA] using JSON Schema validator; reject on any validation error; flag null in required fields

Date Consistency Across Headers and Body

All dates in Sunset header, Deprecation header, and warning body [sunset_date] field are identical and match the published deprecation schedule

Mismatched dates between headers and body, or dates that do not match the canonical deprecation schedule in [DEPRECATION_SCHEDULE]

Extract all date values; assert string equality after normalization to UTC; cross-reference against [DEPRECATION_SCHEDULE] entries for the endpoint

Replacement Endpoint Accuracy

Warning body [replacement_url] field points to a documented, active replacement endpoint with matching functionality

URL returns 404, points to deprecated endpoint, or references an endpoint with incompatible request/response contract

Issue OPTIONS or GET to [replacement_url]; verify 200 response; compare OpenAPI spec of replacement against deprecated endpoint for functional coverage

Migration Documentation Link Reachability

Warning body [migration_doc_url] returns HTTP 200 and contains content matching the deprecation notice referenced

Link returns 4xx or 5xx, redirects to unrelated page, or page content does not mention the deprecated endpoint

HTTP GET to [migration_doc_url]; assert 200; search response body for deprecated endpoint path string; reject if not found

Tone and Urgency Calibration

Warning body language matches [URGENCY_LEVEL]: informational for future deprecations, action-required for imminent shutdowns; no alarmist language

Panic-inducing language for low-urgency deprecation, or casual tone for endpoint shutting down within 30 days

Run tone classifier on warning body text; assert predicted urgency matches [URGENCY_LEVEL]; human review if classifier confidence below 0.9

ADAPTATION OPTIONS

Adapt This Prompt

How to adapt

Start with the base prompt and a single endpoint. Hardcode the deprecation date, sunset date, and replacement URL as fixed values rather than pulling from a config store. Use a minimal output schema that only requires Sunset, Deprecation, and Link headers plus a short warning body field.

code
Generate an HTTP deprecation warning for endpoint [ENDPOINT_PATH].
Deprecation date: [DEPRECATION_DATE]
Sunset date: [SUNSET_DATE]
Replacement: [REPLACEMENT_URL]

Return JSON with headers.Sunset, headers.Deprecation, headers.Link, and body.warning.

Watch for

  • Hardcoded dates drifting from the published deprecation schedule
  • Missing Link header relation type (rel="deprecation" or rel="sunset" per RFC 8288)
  • Warning body that sounds alarming rather than informational
Prasad Kumkar

About the author

Prasad Kumkar

CEO & MD, Inference Systems

Prasad Kumkar is the CEO & MD of Inference Systems and writes about AI systems architecture, LLM infrastructure, model serving, evaluation, and production deployment. Over 5+ years, he has worked across computer vision models, L5 autonomous vehicle systems, and LLM research, with a focus on taking complex AI ideas into real-world engineering systems.

His work and writing cover AI systems, large language models, AI agents, multimodal systems, autonomous systems, inference optimization, RAG, evaluation, and production AI engineering.