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How to Use AdaL for Bug fix with reproduction steps
Learn AdaL bug fix with reproduction steps with step by step workflows, realistic examples, and verified plan notes.
Teams get better bug fix with reproduction steps results in AdaL by constraining the job early. Anchor on worker agent, choose one CI green, and verify claims against SOURCE. Check adalagent.ai for current plan details. Open /explore/adal.
Read this for bug fix with reproduction steps only. Neighboring AdaL guides: /blog/how-to-use-adal-for-multi-file-feature-implementation, /blog/how-to-use-adal-for-ci-integration-patterns, /blog/how-to-use-adal-for-cli-coding-tasks-with-tests.
When this workflow is the right job
Bug fix with reproduction steps is the right AdaL path when stakeholders asked for this outcome by name. Prefer cli coding tasks with tests if you only need a small adjacent edit.
Step by step workflow
1. Brief Bug fix with reproduction steps
Write what must stay true for bug fix with reproduction steps in AdaL before settings or spend.
Brief: Bug fix with reproduction steps Keep: type error from SOURCE Avoid: invented pricing or features Success: one reviewable output
2. Open AdaL for Bug fix with reproduction steps
Use the AdaL surface that owns bug fix with reproduction steps. Do not mix a neighboring workflow in the same pass.
Surface: Bug fix with reproduction steps Start: subagent route Plans: adalagent.ai
3. Pilot Bug fix with reproduction steps
Run a single bug fix with reproduction steps pilot. Score clarity, grounding, and whether CI strict still matches.
Pilot: Bug fix with reproduction steps [ ] SOURCE facts match [ ] docs sync clear [ ] Settings logged
4. Refine Bug fix with reproduction steps
Change one bug fix with reproduction steps dimension only. Save a template with variables for auth test fix.
Refine: Bug fix with reproduction steps Change: read first Keep: SOURCE and safety constrained
Practical bug fix with reproduction steps examples
type error
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "type error". Objective: Make a minimal, test-backed change that satisfies type error without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for type error - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for type error. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing type error, with test results and a short file list.
flaky test
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "flaky test". Objective: Make a minimal, test-backed change that satisfies flaky test without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for flaky test - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for flaky test. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing flaky test, with test results and a short file list.
migration script
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "migration script". Objective: Make a minimal, test-backed change that satisfies migration script without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for migration script - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for migration script. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing migration script, with test results and a short file list.
lint cleanup
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "lint cleanup". Objective: Make a minimal, test-backed change that satisfies lint cleanup without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for lint cleanup - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for lint cleanup. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing lint cleanup, with test results and a short file list.
dependency bump
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "dependency bump". Objective: Make a minimal, test-backed change that satisfies dependency bump without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for dependency bump - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for dependency bump. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing dependency bump, with test results and a short file list.
perf hotspot
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "perf hotspot". Objective: Make a minimal, test-backed change that satisfies perf hotspot without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for perf hotspot - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for perf hotspot. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing perf hotspot, with test results and a short file list.
security review
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "security review". Objective: Make a minimal, test-backed change that satisfies security review without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for security review - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for security review. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing security review, with test results and a short file list.
docs sync
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "docs sync". Objective: Make a minimal, test-backed change that satisfies docs sync without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for docs sync - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for docs sync. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing docs sync, with test results and a short file list.
worker agent
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "worker agent". Objective: Make a minimal, test-backed change that satisfies worker agent without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for worker agent - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for worker agent. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing worker agent, with test results and a short file list.
patch release
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "patch release". Objective: Make a minimal, test-backed change that satisfies patch release without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for patch release - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for patch release. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing patch release, with test results and a short file list.
smoke suite
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "smoke suite". Objective: Make a minimal, test-backed change that satisfies smoke suite without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for smoke suite - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for smoke suite. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing smoke suite, with test results and a short file list.
auth test fix
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "auth test fix". Objective: Make a minimal, test-backed change that satisfies auth test fix without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for auth test fix - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for auth test fix. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing auth test fix, with test results and a short file list.
Deep Research memo
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "Deep Research memo". Objective: Make a minimal, test-backed change that satisfies Deep Research memo without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for Deep Research memo - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for Deep Research memo. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing Deep Research memo, with test results and a short file list.
refactor validateEmail
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "refactor validateEmail". Objective: Make a minimal, test-backed change that satisfies refactor validateEmail without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for refactor validateEmail - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for refactor validateEmail. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing refactor validateEmail, with test results and a short file list.
README install
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "README install". Objective: Make a minimal, test-backed change that satisfies README install without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for README install - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for README install. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing README install, with test results and a short file list.
bug repro
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "bug repro". Objective: Make a minimal, test-backed change that satisfies bug repro without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for bug repro - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for bug repro. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing bug repro, with test results and a short file list.
feature branch
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "feature branch". Objective: Make a minimal, test-backed change that satisfies feature branch without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for feature branch - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for feature branch. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing feature branch, with test results and a short file list.
CI test pattern
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "CI test pattern". Objective: Make a minimal, test-backed change that satisfies CI test pattern without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for CI test pattern - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for CI test pattern. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing CI test pattern, with test results and a short file list.
API freeze
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "API freeze". Objective: Make a minimal, test-backed change that satisfies API freeze without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for API freeze - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for API freeze. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing API freeze, with test results and a short file list.
RFC compare
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "RFC compare". Objective: Make a minimal, test-backed change that satisfies RFC compare without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for RFC compare - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for RFC compare. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing RFC compare, with test results and a short file list.
symbol scoped
Scenario: A developer uses AdaL for bug fix with reproduction steps scoped to "symbol scoped". Objective: Make a minimal, test-backed change that satisfies symbol scoped without drive-by refactors or public API breaks. Inputs: - Failing test or reproduction for symbol scoped - File/path scope - Repo CI command - API freeze constraints Workflow: Read failing test → Plan minimal diff → Edit → Run CI command → Summarize files touched Requirements: - Minimal diff; no unrelated refactors. - Do not change public API signatures unless required for symbol scoped. - Run the documented test/CI command. - Do not invent secrets or environment values. Expected output: A reviewable patch for bug fix with reproduction steps addressing symbol scoped, with test results and a short file list.
How to improve bug fix with reproduction steps
Cut noise from bug fix with reproduction steps by removing extra adjectives while preserving type error in AdaL.
Raise bug fix with reproduction steps quality by insisting on subagent route before any style debate in AdaL.
Make bug fix with reproduction steps easier to review by labeling migration script fields that must never change in AdaL.
Speed bug fix with reproduction steps iteration by cloning the last good AdaL run and altering only worktree isolate.
Stabilize bug fix with reproduction steps by pinning review friendly after dependency bump is approved in AdaL.
Reduce bug fix with reproduction steps rework by rejecting drafts that invent claims about perf hotspot in AdaL.
Improve bug fix with reproduction steps handoffs by recording which AdaL control produced the security review result.
Strengthen bug fix with reproduction steps by adding a second reader who only checks docs sync spelling and facts in AdaL.
Prompting and usage guidance
Frame bug fix with reproduction steps as a production ticket: owner, due date, and definition of done in AdaL.
Block invented metrics by supplying SOURCE numbers that bug fix with reproduction steps must not exceed.
Tell AdaL whether bug fix with reproduction steps needs options or a single best draft.
Anchor PR checklist language to docs sync so bug fix with reproduction steps stays coherent in AdaL.
Require a final pass that compares bug fix with reproduction steps output to SOURCE line by line.
Limitations to respect
Commercial rights for bug fix with reproduction steps depend on your AdaL plan. Confirm on adalagent.ai.
Human oversight remains required for customer facing bug fix with reproduction steps work.
Feature names in AdaL change. Revalidate bug fix with reproduction steps SOPs after product updates.
Avoid third party blogs as the source of truth for bug fix with reproduction steps limits.
Practical tips for this workflow
Rank bug fix with reproduction steps examples by reuse frequency, putting refactor validateEmail patterns that win reviews at the top.
Close each bug fix with reproduction steps session by noting the next no public API change tweak to try in AdaL.
When stakeholders want premium bug fix with reproduction steps polish, change docs clear before you rewrite security review facts.
Budget a second bug fix with reproduction steps pass focused on edge cases around refactor validateEmail, not only the happy path in AdaL.
Use official AdaL terminology for bug fix with reproduction steps in SOPs so support recognizes subagent route requests.
Keep a bug fix with reproduction steps checklist beside AdaL so reviewers know which security review details stayed locked.
Pilot bug fix with reproduction steps on a tiny sample before spending AdaL credits or executions on a full batch centered on refactor validateEmail.
When bug fix with reproduction steps fails, change only cite official docs instead of rewriting the entire AdaL brief.
Document AdaL UI labels used for bug fix with reproduction steps so handoffs about security review do not rely on memory.
Store winning bug fix with reproduction steps settings as a template with variables only for refactor validateEmail fields in AdaL.
Common mistakes
- Vague bug fix with reproduction steps goals with no success metric in AdaL
- Assuming beta AdaL features are production ready for bug fix with reproduction steps
- Batching bug fix with reproduction steps before a clean pilot lands
- Changing five variables at once during bug fix with reproduction steps refinement
- Forgetting to log settings used for the winning bug fix with reproduction steps run
- Shipping bug fix with reproduction steps with invented testimonials or metrics
Bug fix with reproduction steps cross links: /blog/how-to-use-adal-for-multi-file-feature-implementation, /blog/how-to-use-adal-for-ci-integration-patterns, /blog/how-to-use-adal-for-cli-coding-tasks-with-tests. Broader AdaL context stays at /explore/adal.