Files
Reactive-Resume/docs/guides/using-ai-in-the-builder.mdx
T
Amruth Pillai 6d8d8f6e55 feat: add AI agent workspace (#3062)
* chore(ai): remove local AI store now that providers live server-side

The Zustand-based useAIStore has been replaced by the server-side
aiProviders oRPC router (encrypted credentials persisted in DB).
Delete the dead store + tests, drop the ./store export, and remove
zustand/immer deps which are no longer referenced anywhere in
packages/ai/src/.

* feat(agent): archive/delete actions and read-only state for agent threads

- Backend: mark archived threads as read-only in threads.get and reject
  messages.send with CONFLICT when the thread is archived.
- Frontend: render archived threads in the sidebar with muted styling and
  an Archived badge; add a per-thread dropdown menu in the chat header
  with Archive (non-destructive) and Delete (with confirmation); show a
  read-only banner above the message list that disambiguates archived
  vs. missing-resource causes; suppress the Retry and Stop buttons in
  read-only mode.
- Tests: new packages/api/src/services/agent.test.ts covering the
  archived-thread isReadOnly flag and the archived-thread send refusal.

* fix(agent): abort run on archive and verify ownership before deleting thread

- threads.archive: before flipping status, abort any in-flight run controller
  and clear the active-run state on the thread; cleanup failures are logged
  but do not block the status update.
- threads.delete: assert thread ownership via getThread before destructive
  work so an authenticated user cannot wipe another user's attachment rows
  by passing a foreign threadId.

Adds focused tests for both behaviors.

* feat(agent): display patch diffs and surface revert conflicts

Render apply_resume_patch tool messages with a status-aware card (applied/
reverted/conflicted), expandable operation list, and a Revert button that
correctly handles RESUME_VERSION_CONFLICT responses. Adds unit tests for
the inverse-patch builder and the agentService.actions.revert flow.

* chore(agent): remove out-of-scope attachment tests accidentally added in Task 6

The Task 6 commit (73ef1acca) accidentally re-introduced three attachment-
related tests that belong to a separate task:

- `buildAttachmentModelParts > converts text, image, supported binary, and
  unsupported attachments into model parts`
- `agentService.messages.send > persists the user message with file UI parts
  and links selected attachments to it` (was failing — the `ToolLoopAgent`
  mock is not callable as a constructor)
- `agentService.messages.send > rejects attachments that are missing, foreign,
  or already linked before persisting a message`

These were likely re-added during a stash recovery and were not requested
for Task 6, whose scope was limited to the `agentService.actions.revert`
flow. Remove them along with the helpers/fixtures (`buildAttachment`,
`buildActiveThread`, `selectWhereResult`, `selectOrderByResult`) that they
were the only consumers of. `selectLimitResult` is preserved because it is
used by the revert tests.

* chore(agent): configure runtime dependencies

* feat(db): add agent workspace schema

* feat(api): add agent backend services

* feat(web): add agent workspace UI

* chore(agent): remove legacy builder assistant

* test(agent): make agent stream mocks constructible

* chore(web): remove unused resume replacement hook

* feat(api): add unsafe AI base URL flag

* chore(dev): expose local services in compose

* fix(web): normalize resume preview gaps

* feat(api): improve agent tool handling

* feat(web): polish agent workspace UI

* chore: update dependencies

* fix(api,web): address PR review feedback for agent workspace

Security/correctness:
- Restrict AI provider URLs to http/https even in unsafe mode
- Stop exposing Redis on host network by default
- Make .env.local optional and drop app profile in compose.dev.yml
- Store agent attachments with private ACL on S3
- Reset provider test status when provider/model/baseURL changes
- Decouple non-agent AI endpoints from REDIS_URL requirement
- Fix JSON Patch add inverse for existing object members
- Wrap resume patch + agent action insert in db transaction
- Validate partialMessage at runtime and rate-limit attachment uploads
- Add unique index on agent_messages (thread_id, sequence)

UX/bugs:
- Mark agent thread route as ssr: false and guard SSE chunk parsing
- Show config-specific banner only on known configuration error
- Gate AI provider checks behind loading state in resume import
- Fix relative-time formatter blank gap between 45-59 seconds
- Clarify thread delete confirmation message

Polish:
- Raise ENCRYPTION_SECRET minimum to 32 characters
- Bucket AI rate limits by resumeId/threadId/messageId
- Trim form values before submitting AI provider config
- Use single key identifier and nullish-coalesce baseURL display

* fix: address ai agent review feedback

* fix: preserve mobile agent chat state

* docs: add ai agent workspace guides

* feat: introduce design system for Reactive Resume
2026-05-14 15:00:04 +02:00

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---
title: "Using AI in the builder"
description: "Learn how to run resume analysis and use the AI Resume Assistant to review proposed resume changes before applying them."
---
Reactive Resume includes two AI-assisted builder workflows:
- **Resume Analysis** gives you a score, strengths, and prioritized suggestions.
- **AI Resume Assistant** proposes specific edits that you can accept or reject.
<Info>
These features require a tested and enabled AI provider in **Dashboard -> Settings -> Integrations**. For setup, see
[Using Artificial Intelligence](/guides/using-ai).
</Info>
## Run a resume analysis
Use resume analysis when you want a broad review before making changes.
<Steps>
<Step title="Open your resume in the builder">
Go to the dashboard and open the resume you want to review.
</Step>
<Step title="Open the Resume Analysis section">
In the right sidebar, select **Resume Analysis**.
<Frame caption="Resume Analysis section in the builder">
<img
src="/images/guides/using-ai-in-the-builder/screenshot-1.webp"
alt="Resume Analysis section showing the AI setup prompt in the builder sidebar"
/>
</Frame>
</Step>
<Step title="Click Analyze Resume">
Reactive Resume sends the current resume data to your configured AI provider.
</Step>
<Step title="Review the results">
Review the overall score, scorecard, strengths, and suggestions.
</Step>
</Steps>
Use the analysis as guidance, not as a final verdict. The best resume still depends on the job, industry, and audience.
## Open the AI Resume Assistant
Click the assistant button in the builder dock to open the assistant.
On desktop, the assistant opens as a movable, resizable panel. On smaller screens, it opens as a full-height sheet.
If AI is unavailable, the builder shows a link to **Integrations** so you can configure it.
## Ask for targeted changes
The assistant works best when you ask for specific, incremental changes.
Good prompts:
- "Rewrite my summary for a senior frontend engineer role."
- "Tighten the bullets in my most recent job."
- "Add measurable impact to my project descriptions."
- "Adapt this resume for the job description below."
Avoid asking it to rewrite everything at once unless you are prepared to review many changes.
## Review proposals before applying them
When the assistant proposes edits, Reactive Resume shows a review card with:
- a proposal title and summary;
- badges for the proposed operations;
- before and after previews;
- the raw JSON Patch for users who want to inspect the exact operations.
You can:
- **Accept** one proposal;
- **Reject** one proposal;
- move between proposals with **Prev** and **Next**;
- **Accept all** or **Reject all** from the split-button menu.
<Warning>
Review AI proposals before accepting them. AI can introduce wording that is inaccurate, too generic, or not aligned
with your actual experience.
</Warning>
## When a proposal cannot be applied
A proposal can fail if the resume changed after the assistant generated it, if the resume is locked, or if the proposed patch no longer matches the current resume data.
If that happens, ask the assistant to regenerate the change from the latest version of the resume.