From 5f9db0bc8701042408cf7e824dbee87876763371 Mon Sep 17 00:00:00 2001 From: Josh Mackus Date: Thu, 12 Mar 2026 18:03:53 +1100 Subject: [PATCH 1/4] feat: complete cloudflare worker plane migration --- .dev.vars.example | 10 + .github/workflows/release.yml | 19 + .gitignore | 3 + app/api/images/delete-bulk/route.ts | 12 +- app/api/images/delete/route.ts | 12 +- bun.lock | 220 ++- cloudflare-migration-plan.md | 1024 +++++++++++ components/debug/limit-tester.tsx | 6 +- components/github-star-button.tsx | 9 +- components/images/image-lightbox.test.tsx | 194 ++ components/images/image-lightbox.tsx | 310 +++- components/images/lightbox/index.ts | 1 + .../lightbox/lightbox-media-display.tsx | 269 +-- .../studio/gallery/gallery-thumbnail.test.tsx | 14 +- .../studio/gallery/gallery-thumbnail.tsx | 10 +- .../gallery/persistent-image-gallery.test.tsx | 24 +- .../gallery/persistent-image-gallery.tsx | 24 +- .../studio/layout/studio-shell.test.tsx | 29 +- components/studio/layout/studio-shell.tsx | 42 +- components/ui/media-player.test.tsx | 48 + components/ui/media-player.tsx | 6 +- convex-architecture-guidance.md | 66 + convex.json | 9 +- convex/_generated/api.d.ts | 22 +- convex/batchGeneration.ts | 650 ++++++- convex/batchProcessor.ts | 353 ---- convex/cloudflareDispatch.ts | 502 ++++++ convex/cloudflareWorkerHttp.ts | 748 ++++++++ convex/contentAnalysis.test.ts | 60 + convex/contentAnalysis.ts | 829 +++++++-- convex/generatedImages.ts | 84 +- convex/http.ts | 135 ++ convex/lib/batchGenerationState.test.ts | 164 +- convex/lib/batchGenerationState.ts | 19 + convex/lib/groq.test.ts | 27 + convex/lib/groq.ts | 17 +- convex/lib/index.ts | 87 - convex/lib/openrouter.ts | 10 +- convex/lib/promptInference.test.ts | 67 + convex/lib/promptInference.ts | 16 +- convex/lib/r2.ts | 393 ----- convex/lib/retry.ts | 4 + convex/lib/videoPreview.ts | 238 --- convex/lib/videoThumbnail.ts | 181 -- convex/orphanCleanup.ts | 8 +- convex/orphanCleanupQueries.ts | 6 +- convex/promptInference.ts | 60 +- convex/schema.ts | 121 +- convex/secondaryAssets.ts | 280 ++- convex/secondaryAssetsProcessor.ts | 93 - convex/singleGeneration.ts | 550 +++++- convex/singleGenerationProcessor.ts | 395 ----- convex/thumbnailMigration.ts | 143 -- convex/thumbnailMigrationActions.ts | 186 -- convex/users.ts | 3 +- eslint.config.mjs | 1 + hooks/mutations/use-delete-image.test.tsx | 46 +- hooks/mutations/use-delete-image.ts | 32 +- hooks/queries/use-generate-image.test.tsx | 16 - hooks/queries/use-generate-image.ts | 67 +- hooks/use-media-player.ts | 28 +- package.json | 10 +- scripts/migrate-local.ts | 179 -- untested-files.md | 7 - vercel.json | 4 +- workers/bloomstudio-worker/src/index.ts | 1555 +++++++++++++++++ wrangler.jsonc | 94 + 67 files changed, 7687 insertions(+), 3164 deletions(-) create mode 100644 .dev.vars.example create mode 100644 cloudflare-migration-plan.md create mode 100644 convex-architecture-guidance.md delete mode 100644 convex/batchProcessor.ts create mode 100644 convex/cloudflareDispatch.ts create mode 100644 convex/cloudflareWorkerHttp.ts create mode 100644 convex/contentAnalysis.test.ts create mode 100644 convex/lib/groq.test.ts delete mode 100644 convex/lib/index.ts create mode 100644 convex/lib/promptInference.test.ts delete mode 100644 convex/lib/r2.ts delete mode 100644 convex/lib/videoPreview.ts delete mode 100644 convex/lib/videoThumbnail.ts delete mode 100644 convex/secondaryAssetsProcessor.ts delete mode 100644 convex/singleGenerationProcessor.ts delete mode 100644 convex/thumbnailMigration.ts delete mode 100644 convex/thumbnailMigrationActions.ts delete mode 100644 scripts/migrate-local.ts create mode 100644 workers/bloomstudio-worker/src/index.ts create mode 100644 wrangler.jsonc diff --git a/.dev.vars.example b/.dev.vars.example new file mode 100644 index 0000000..2635317 --- /dev/null +++ b/.dev.vars.example @@ -0,0 +1,10 @@ +# Copy to .dev.vars for local Worker development only. +# Do not commit real secrets. + +CONVEX_SITE_URL=https://your-deployment.convex.site +BLOOMSTUDIO_WORKER_SHARED_SECRET=replace-me +R2_PUBLIC_URL=https://your-public-r2-url.r2.dev +MEDIA_TRANSFORMS_BASE_URL=https://media.your-domain.com +CEREBRAS_API_KEY=replace-me +GROQ_API_KEY=replace-me +OPENROUTER_API_KEY=replace-me diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index c6e8fad..8458545 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -27,6 +27,14 @@ jobs: fetch-depth: 0 token: ${{ secrets.GITHUB_TOKEN }} + - name: Setup Bun + uses: oven-sh/setup-bun@v2 + with: + bun-version: 1.3.6 + + - name: Install dependencies + run: bun install --frozen-lockfile + - name: Configure Git run: | git config user.name "github-actions[bot]" @@ -96,6 +104,17 @@ jobs: git checkout -B release origin/main git push origin release --force-with-lease + - name: Sync production worker secret + env: + CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }} + run: | + echo "${{ secrets.BLOOMSTUDIO_WORKER_SHARED_SECRET }}" | bunx wrangler secret put BLOOMSTUDIO_WORKER_SHARED_SECRET --env production + + - name: Deploy production Cloudflare worker + env: + CLOUDFLARE_API_TOKEN: ${{ secrets.CLOUDFLARE_API_TOKEN }} + run: bun run cf:deploy:prod + - name: Create and push tag run: | git tag -a ${{ steps.version.outputs.new_version }} -m "Release ${{ steps.version.outputs.new_version }}" diff --git a/.gitignore b/.gitignore index 3549e43..cbba3e9 100644 --- a/.gitignore +++ b/.gitignore @@ -38,3 +38,6 @@ next-env.d.ts convex/_generated/ .DS_Store .env*.local +.dev.vars +.wrangler +worker-configuration.d.ts diff --git a/app/api/images/delete-bulk/route.ts b/app/api/images/delete-bulk/route.ts index 97d934f..07b9db1 100644 --- a/app/api/images/delete-bulk/route.ts +++ b/app/api/images/delete-bulk/route.ts @@ -10,6 +10,7 @@ import { auth } from "@clerk/nextjs/server" import { NextRequest, NextResponse } from "next/server" import { deleteImages } from "@/lib/storage" import crypto from "crypto" +import { z } from "zod" interface DeleteBulkResponse { success: true @@ -26,6 +27,10 @@ interface DeleteBulkError { } } +const deleteBulkRequestSchema = z.object({ + r2Keys: z.array(z.string().min(1)), +}) + /** * Hash a userId the same way it's hashed when generating R2 keys. * This ensures authorization checks match the stored key format. @@ -49,15 +54,16 @@ export async function POST( ) } - const { r2Keys } = await request.json() - - if (!r2Keys || !Array.isArray(r2Keys)) { + const parsed = deleteBulkRequestSchema.safeParse(await request.json()) + if (!parsed.success) { return NextResponse.json( { success: false, error: { code: "INVALID_INPUT", message: "r2Keys must be an array" } }, { status: 400 } ) } + const { r2Keys } = parsed.data + if (r2Keys.length === 0) { return NextResponse.json({ success: true, diff --git a/app/api/images/delete/route.ts b/app/api/images/delete/route.ts index 65b401a..b18157e 100644 --- a/app/api/images/delete/route.ts +++ b/app/api/images/delete/route.ts @@ -9,6 +9,7 @@ import { auth } from "@clerk/nextjs/server" import { NextRequest, NextResponse } from "next/server" import { deleteImage } from "@/lib/storage" import crypto from "crypto" +import { z } from "zod" interface DeleteResponse { success: true @@ -22,6 +23,10 @@ interface DeleteError { } } +const deleteRequestSchema = z.object({ + r2Key: z.string().min(1), +}) + /** * Hash a userId the same way it's hashed when generating R2 keys. * This ensures authorization checks match the stored key format. @@ -42,15 +47,16 @@ export async function POST( ) } - const { r2Key } = await request.json() - - if (!r2Key || typeof r2Key !== "string") { + const parsed = deleteRequestSchema.safeParse(await request.json()) + if (!parsed.success) { return NextResponse.json( { success: false, error: { code: "MISSING_KEY", message: "Missing r2Key" } }, { status: 400 } ) } + const { r2Key } = parsed.data + /** * Security check: Ensure the key contains the user's hashed ID to prevent * deleting other users' images. diff --git a/bun.lock b/bun.lock index 33e7bfc..f16b633 100644 --- a/bun.lock +++ b/bun.lock @@ -99,7 +99,6 @@ "@testing-library/react": "^16.3.2", "@testing-library/user-event": "^14.6.1", "@types/bun": "^1.3.9", - "@types/fluent-ffmpeg": "^2.1.28", "@types/node": "^25.3.1", "@types/react": "^19.2.14", "@types/react-dom": "^19.2.3", @@ -110,14 +109,13 @@ "eslint": "^9.39.3", "eslint-config-next": "^16.1.6", "fast-check": "^4.5.3", - "ffmpeg-static": "^5.3.0", - "fluent-ffmpeg": "^2.1.3", "jsdom": "^27.4.0", "postcss": "^8.5.6", "tailwindcss": "^4.2.1", "tw-animate-css": "1.4.0", "typescript": "^5.9.3", "vitest": "^4.0.18", + "wrangler": "^4.72.0", }, }, }, @@ -436,8 +434,24 @@ "@clerk/types": ["@clerk/types@4.101.18", "", { "dependencies": { "@clerk/shared": "^3.47.0" } }, "sha512-huTv4ESnNK5ujCSc0vUNtK2k5xMDOP5C96qOUPB0AZyOWeMYEou5tHDua2NOlgFZAS/M+dJBOffohbiO2mLAhw=="], + "@cloudflare/kv-asset-handler": 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lightweight scheduling, quotas, ownership checks, final persistence. +- Cloudflare Workers + Queues: provider calls, long external waits, retry/backoff, queueing, worker concurrency. +- Secondary video asset processing now lives on the worker plane, and the active implementation targets Cloudflare Media Transformations rather than in-worker video decode. + +This is the lowest-cost architecture that preserves the existing UX: +- users can queue many generations quickly +- jobs continue after refresh/close/reconnect +- completed results flow back into the UI reactively + +## Why This Decision + +The current scaling bottleneck is not Convex as a state layer. The bottleneck is using Convex Node actions for heavy, wait-heavy worker execution. + +That is the wrong cost surface for this workload because: +- generation and moderation are dominated by external I/O waits +- video post-processing is heavy Node compute +- Convex action compute is too expensive for long-running worker behavior + +Cloudflare is the preferred worker plane because: +- it is a much smaller migration than replacing Convex +- it preserves the current reactive UI model +- Workers are a better fit for I/O-heavy external API calls +- Queues provide a durable dispatch primitive +- the operational surface is still relatively small + +## Cost Posture + +This plan is optimized for the lowest sensible ongoing cost, not for staying fully on free tiers at all costs. + +Recommended starting point: +- Convex remains on the current plan until post-migration metrics prove otherwise. +- Cloudflare Workers should be treated as a paid service from the start. +- Docker/Containers are not part of the active migration path. + +Practical interpretation: +- the realistic target is "small fixed monthly cost with large compute savings" +- not "zero dollars forever" +- that is still materially better than continuing to burn Convex action compute on worker workloads + +## Alternatives Rejected + +### Full Supabase replacement +- Fixes the wrong problem. +- Requires replacing a working reactive state model. +- Large migration surface with little benefit outside worker cost. + +### Full Upstash / QStash replacement +- Too much backend rewrite. +- Worse data model for job state and querying. +- Lower-confidence long-term scaling shape. + +### Inngest-first +- Strong orchestration tool, but over-scoped for the current problem. +- Adds another service before worker economics are fixed. + +### Existing Hetzner worker plane +- Valid as a stopgap. +- Rejected as the primary path because Cloudflare is easier to operate, scale, and reason about long term. +- Can still be used as an emergency fallback if Cloudflare setup stalls. + +## Architectural Principles + +### 1. Convex remains the source of truth +- The UI should continue to derive state from Convex queries. +- No client polling of Cloudflare or providers. +- No client dependency on in-memory job state. + +### 2. Convex should not wait on providers +- No long provider requests in Convex Node actions. +- No ffmpeg or other heavy post-processing in Convex. +- No retry sleeps or backoff waits in Convex actions. + +### 3. External work must be replay-safe +- Every worker callback into Convex must be idempotent. +- Terminal state transitions must be guarded. +- Duplicate completion attempts must become no-ops. + +### 4. Batch progress must be item-based, not doc-array-based +- Aggregate batch docs should stay small. +- Per-item progress should live in first-class rows. +- Do not keep growing hot arrays like `imageIds` or `settledItemIndexes` indefinitely on `batchJobs`. + +### 5. Migrate the most expensive paths first +- Single generation worker path first. +- Batch item execution second. +- Moderation/content analysis third. +- Video secondary assets last, only if the remaining compute justifies moving them. + +## Current Repo-Specific Bottlenecks + +These functions were the primary candidates to leave Convex: +- `singleGenerationProcessor.processGenerationInternal` (removed after migration) +- `batchProcessor.processBatchItem` (removed after migration) +- `contentAnalysis.analyzeRecentImages` +- `contentAnalysis.analyzeImage` +- `promptInference.analyzePromptImage` + +The main remaining candidate after the current migration slice was: +- `secondaryAssetsProcessor.processSecondaryAssets` (removed after migration) + +Current schema concerns that should be corrected during migration: +- `pendingGenerations` needs dispatch and claim metadata. +- `batchJobs` is carrying both aggregate state and per-item progress. +- batch progress should move into a dedicated `batchItems` table. + +## Target Architecture + +### Control plane in Convex + +Convex owns: +- job creation +- batch creation +- user authorization +- reactive queries for active jobs and completed results +- durable status transitions +- final image record persistence +- reconciliation of stuck jobs + +Convex does not own: +- long provider requests +- external retry loops +- ffmpeg execution +- provider wait time + +### Worker plane in Cloudflare + +One Cloudflare project with one shared queue is the active design. + +One codebase, one queue, multiple message types: +- `single_generation` +- `batch_item` +- `prompt_inference` +- `vision_analysis` + +This keeps operations simpler and cheaper while preserving the option to split lanes later if foreground generation latency is affected. + +### Worker-to-Convex communication + +Workers should call Convex server-side using one of these patterns: +- `ConvexHttpClient` with server-side credentials +- HTTP actions secured with a shared secret + +Use one pattern consistently. Do not mix both unless there is a clear need. + +Required properties: +- authenticated server-to-server calls only +- idempotent finalize and fail mutations +- no direct client dependency on Cloudflare state + +## Intent Durability + +A separate outbox table is not required in the MVP. + +Reason: +- Convex scheduling already gives durable intent when a mutation successfully commits and schedules the dispatcher. +- The first version can store dispatch metadata directly on the job row instead of introducing another table. + +For the MVP, use row-level dispatch metadata on: +- `pendingGenerations` +- `batchItems` + +An outbox table should only be added later if one of these becomes true: +- replay tooling becomes painful without a dedicated ledger +- dispatch debugging needs a generic audit trail +- multiple external worker systems are introduced + +## Minimum Viable Migration + +This is the smallest migration that meaningfully fixes cost. + +### Phase 1: Introduce dispatch metadata and batch items + +#### `pendingGenerations` +Add fields: +- `dispatchStatus`: `"pending" | "dispatched" | "processing" | "completed" | "failed" | "cancelled"` +- `dispatchAttempts` +- `dispatchedAt` +- `lastDispatchError` +- `claimToken` +- `workerAttempt` +- `providerRequestId` optional + +Notes: +- `status` can remain as the UI-facing lifecycle field during migration. +- `dispatchStatus` is for worker-plane coordination and recovery. + +#### `batchJobs` +Shrink responsibility to aggregate state only: +- owner +- batch status +- total count +- completed count +- failed count +- in-flight count +- createdAt +- updatedAt +- lastErrorCode optional + +Fields to phase out from hot-path usage: +- `imageIds` +- `settledItemIndexes` +- `currentItemRetryCount` +- item-level retry tracking on the parent doc + +#### New table: `batchItems` + +Each item becomes its own row with fields similar to: +- `batchJobId` +- `ownerId` +- `itemIndex` +- `status` +- `generationParams` or normalized reference to shared params plus item overrides +- `dispatchStatus` +- `dispatchAttempts` +- `dispatchedAt` +- `lastDispatchError` +- `claimToken` +- `workerAttempt` +- `retryCount` +- `imageId` +- `errorMessage` +- `errorCode` +- `providerRequestId` optional +- `createdAt` +- `updatedAt` + +Indexes should support: +- by batch + item index +- by batch + status +- by owner + active status +- by dispatch status + updatedAt for recovery sweeps + +### Phase 2: Replace heavy Convex execution with tiny dispatchers + +#### Single generation + +`startGeneration` should: +- validate auth and entitlement +- insert the generation record +- set `dispatchStatus = "pending"` +- schedule a tiny dispatcher action or mutation-safe scheduled action + +The Convex dispatcher should: +- read the generation +- no-op if already terminal or already dispatched +- mark `dispatchStatus = "dispatched"` +- publish a message to Cloudflare +- record `dispatchedAt` +- on failure, increment `dispatchAttempts` and store `lastDispatchError` + +#### Batch generation + +`startBatchJob` should: +- insert the parent batch row +- insert `batchItems` rows +- schedule a tiny dispatcher to seed the first set of items + +The dispatcher should: +- choose dispatchable items +- respect batch pause/cancel state +- publish item messages to Cloudflare +- mark item `dispatchStatus = "dispatched"` + +The parent batch doc should be updated from item completions, not used as the live queue itself. + +### Phase 3: Build the Cloudflare worker plane + +Cloudflare setup: +- one Worker project +- one shared config and secrets surface +- one shared queue carrying multiple job types + +Generation worker responsibilities: +- receive generation or batch item message +- claim the job in Convex using a unique `claimToken` +- no-op if job is already terminal or claimed by a newer worker +- call the provider +- upload artifacts to R2 +- call Convex finalize mutation +- on retryable failure, requeue with delay +- on terminal failure, call Convex fail mutation + +Secondary asset worker responsibilities: +- fetch source video +- run thumbnail / preview generation +- upload artifacts +- patch the image record in Convex +- never change the main generation terminal state + +Moderation worker responsibilities: +- claim moderation work in Convex +- run prompt inference and vision analysis externally +- record provider rate limits back into Convex +- finalize classification idempotently + +## Callback and Idempotency Design + +This is required in the MVP. + +### Claim model + +Before heavy work begins, the worker should call a Convex mutation that: +- verifies the job is dispatchable +- writes a fresh `claimToken` +- moves it to `processing` +- records `workerAttempt` +- records `updatedAt` + +If the mutation returns `claimed = false`, the worker exits. + +### Finalize model + +The finalize mutation should: +- re-read the row +- no-op if already terminal +- no-op if `claimToken` does not match +- write final result fields +- transition to terminal state exactly once + +### Fail model + +The fail mutation should: +- no-op if already terminal +- no-op if `claimToken` does not match +- either requeue-eligible state transition or terminal failure +- record error metadata + +### Reconciliation + +Convex should keep lightweight sweeps for: +- `dispatchStatus = "pending"` too long +- `dispatchStatus = "dispatched"` too long +- `status = "processing"` too long + +These sweepers should only re-dispatch or mark stale work after checking claim metadata and timestamps. + +## Queue and Concurrency Strategy + +Recommended rule: +- keep one shared queue unless batch or moderation traffic measurably harms foreground generation latency +- if that happens, split by workload class later for QoS, not for cost + +## Cloudflare-Specific Notes + +### Workers +- Use Workers for provider calls and queue consumers. +- Keep handlers small and deterministic. +- Use server-to-server Convex calls from Workers. + +### Queues +- Use delayed retry via queue configuration or explicit requeue. +- Keep message payloads lightweight. +- Put only identifiers and routing metadata on the queue, not large payload blobs. + +Suggested queue payload shape: +- `jobType` +- `jobId` +- `batchJobId` optional +- `batchItemId` optional +- `attempt` +- `enqueuedAt` + +### Secondary Assets +- Do not force ffmpeg-heavy video post-processing into the current Worker path. +- Do not introduce Docker-based infrastructure as part of the active migration. +- Revisit this only after the main generation and batch compute savings are verified. + +## Proposed Convex API Surface Changes + +### New or changed mutations/actions +- `claimSingleGenerationForWorker` +- `finalizeSingleGenerationFromWorker` +- `failSingleGenerationFromWorker` +- `dispatchSingleGeneration` +- `dispatchPendingGenerationsSweep` +- `claimBatchItemForWorker` +- `finalizeBatchItemFromWorker` +- `failBatchItemFromWorker` +- `dispatchBatchItems` +- `dispatchPendingBatchItemsSweep` +- `claimModerationForWorker` +- `completePromptInferenceFromWorker` +- `failPromptInferenceFromWorker` +- `completeVisionAnalysisFromWorker` +- `failVisionAnalysisFromWorker` +- `dispatchPromptInference` +- `dispatchVisionAnalysis` +- `updateSecondaryAssetsFromWorker` + +### Existing functions retired after cutover +- `singleGenerationProcessor.processGenerationInternal` (removed) +- `batchProcessor.processBatchItem` (removed) +- `secondaryAssetsProcessor.processSecondaryAssets` (removed) + +### Existing functions to preserve +- UI-facing queries for active single generations +- UI-facing queries for active batch jobs +- image persistence mutations +- entitlement and ownership checks + +## Batch Model Refactor + +This is the most important schema correction in the migration. + +### Current problem + +`batchJobs` currently acts as: +- parent aggregate +- queue state +- per-item tracker +- retry ledger + +That creates: +- hot document growth +- increasing write contention +- harder replay semantics +- poor long-term scaling + +### Target model + +Parent `batchJobs` row: +- aggregate only +- small and query-friendly + +Child `batchItems` rows: +- one row per item +- own status, attempts, errors, image result, claim token + +Parent updates should be derived from child terminal transitions. + +## Rollout Order + +### Phase 0: Cloudflare account setup + +Human-run setup in the Cloudflare dashboard: +- select the correct Cloudflare account for Bloom Studio +- enable the Workers Paid plan +- enable Queues +- verify the existing R2 bucket that Bloom Studio already uses +- do not create any Docker/container infrastructure for this migration +- do not build a dashboard-only Worker yet if code will be deployed from this repo with Wrangler + +Information to capture after Phase 0: +- Cloudflare account name +- confirmation that Workers Paid is active +- confirmation that Queues is enabled +- the exact R2 bucket name to reuse + +### Step 1 +Ship schema additions and no-op-compatible Convex mutations first. + +### Step 2 +Build the Cloudflare worker project and generation queue. + +### Step 3 +Cut over single generation to Cloudflare in development as the only active path. + +### Step 4 +Observe: +- Convex action compute +- Cloudflare queue success/failure +- stuck dispatch counts +- user-visible latency + +### Step 5 +Cut over batch item execution. + +### Step 6 +Cut over moderation/content analysis. + +### Step 7 +Evaluate whether secondary asset processing still needs to move. + +## Rollback Plan + +During development, prefer a hard cutover of the target path rather than a runtime feature flag. + +Reason: +- the dev goal is to validate the real architecture, not carry two hot paths indefinitely +- runtime flags add branching complexity to a migration that is already cross-platform +- old Convex worker code can remain in the branch temporarily as a rollback target without being part of the live dev path + +Development rollback behavior: +- restore the previous local branch state or revert the migration commit(s) +- redeploy the prior Convex and Worker code + +Production rollback behavior: +- keep the previous production deployment artifacts available until the Cloudflare path is proven +- if rollback is required, redeploy the prior application/Convex state rather than adding a long-lived runtime switch + +Do not remove old Convex worker code until: +- the Cloudflare path has run cleanly for at least one sustained usage window +- stuck job sweeps are verified +- retries and finalize paths are observed in development + +## Observability and Success Metrics + +### Convex +- action compute should drop sharply after single generation cutover +- long-running action duration should disappear from generation and moderation hot paths +- stuck `pending` / `processing` counts should stay near zero + +### Cloudflare +- queue backlog depth +- consumer error rate +- retry volume +- worker callback failures into Convex +- per-lane latency + +### Product +- user can click generate many times quickly +- jobs survive refresh and reconnect +- completed outputs still flow back into the UI without polling +- batch pause/cancel still behaves correctly + +## Definition of Done + +The migration is successful when all of the following are true: +- single generation no longer waits on providers inside Convex +- batch item execution no longer waits on providers inside Convex +- moderation/content analysis no longer waits on providers inside Convex +- video post-processing no longer runs inside Convex +- UI behavior is unchanged from the user perspective +- Convex remains the only source of truth for job state +- duplicate worker callbacks are safe +- parent batch docs are no longer used as per-item progress ledgers +- Convex action compute is no longer the scaling bottleneck for generation workloads + +## Immediate Next Actions + +1. Complete dev validation of the Cloudflare worker plane across single, batch, and moderation. +2. Decide whether secondary video assets are worth migrating off Convex. +3. If needed, implement a non-Docker secondary-assets worker path. +4. Do one final compute audit before promoting the worker plane toward production. + +## Implementation Log + +This section is the live implementation tracker for the migration. Update it as work lands. + +### Decisions confirmed +- Convex remains the control plane. +- Cloudflare Workers + Queues is the worker plane. +- One shared queue should remain the default unless batch traffic demonstrably harms single-generation responsiveness. +- No separate outbox table in the MVP. +- `batchItems` will be introduced before batch migration. +- Development should validate the real single-generation Cloudflare path without a runtime feature flag. +- Docker/container infrastructure is explicitly out of scope for the active migration. + +### Human setup completed +- [x] Cloudflare account selected and verified. +- [x] Workers Paid enabled. +- [x] Queues created: + - `bloomstudio-prod-queue` + - `bloomstudio-dev-queue` + - `bloomstudio-prod-dlq` + - `bloomstudio-dev-dlq` +- [x] R2 buckets confirmed: + - prod: `bloomstudio-prod` + - dev: `pixelstream-images` +- [x] Cloudflare Account ID captured. +- [x] Scoped API token created for Wrangler deployment. +- [x] Local Wrangler auth verified with: + - `wrangler whoami` + - `wrangler queues list` + - `wrangler r2 bucket list` +- [x] Dev Worker scaffold deployed successfully. +- [x] `bloomstudio.fun` is now an active Cloudflare-managed zone. +- [x] `media.bloomstudio.fun` now exists as a Cloudflare Worker custom domain on `bloomstudio-worker` production. +- [x] A zone-scoped DNS token exists locally for `bloomstudio.fun`. +- [x] Cloudflare Media Transformations is enabled for `bloomstudio.fun`. +- [x] Cloudflare Media Transformations source origins allow: + - `bloomstudio.fun` + - `pub-26b39ecf46a949a3ad2ca8830b2c6fee.r2.dev` + - `pub-bb5851ee4cc640979680ac710a0dd683.r2.dev` +- [x] `media.bloomstudio.fun` now resolves to the Cloudflare worker edge instead of Vercel. + +### Repo work completed +- [x] Replaced Browser Rendering video derivatives with Cloudflare Media Transformations URL generation in the shared Worker. +- [x] Removed the Browser Rendering binding and Puppeteer dependency from the Worker deployment surface. +- [x] Added `MEDIA_TRANSFORMS_BASE_URL` to Worker configuration. +- [x] Added Worker-side media-transform probes so thumbnail generation only completes when Cloudflare actually returns a valid image. +- [x] Added best-effort preview transform probing so preview failures degrade to original-video fallback instead of failing the whole secondary-assets job. +- [x] Updated gallery video thumbnail detection so Cloudflare media-transform still images render as images instead of mounting a `