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epic · Explore /authors-optimization design docs → decide b...

C6 · Composite indexes + pivot-first rewrite (PR6)

canonical · plan

Spec

markdown

hand-off · dispatch

Dispatch

Auto-dispatch

when it reaches planned

Design-loop

design pass before build

This brief is complete — dispatch is closed.

#130 done fresh lounge · feature/authors-optimization
agent: claude claimed by lounge-orchestrator proc #1167
You are being dispatched from flower Brief #252: C6 · Composite indexes + pivot-first rewrite (PR6)

Recall pointer:
- Use recall_brief with id 252 for the full folder if you need provenance.

Target:
- project: lounge (/Users/mikeferrara/Documents/code/lounge)
- branch: feature/authors-optimization
- worktree: not specified
- kind: fresh

Current brief spec:
(no spec yet)

This is a direct request, not a fully-specced plan. If it's clear, resolve it. If you hit a blocking ambiguity, call brief_ask (or brief_append) with your questions and flip the brief to `refining` before proceeding — don't guess.

Recent/key trace events:
[1] participant_joined lounge-refine: (no body)
[2] note_added lounge-refine: Child of /authors optimization epic (#239). **Depends on C5.** Build in `feature/authors-optimization` worktree.

Implement **PR6** (doc 10 §2.2–2.4): add 3 `lru_loc_vis_*` composite indexes (`_karma` / `_seen` / `_joined`; one migration each, sequential, off-peak, after C5's backfill so trees build once); flip the `/authors` location branch **pivot-first** → read ordered ids straight off a covering index → sub-5ms dense single-location. The headline perf win.

Validation: `EXPLAIN ANALYZE` the Dallas pivot-first page query → "Index range scan … using lru_loc_vis_karma … backward, covering", no filesort, no join; <5ms vs 338.7ms; verify every cursor page (not just page 1).
[3] parent_set lounge-refine: Grouped under epic #239.
[4] dependency_added lounge-refine: Now depends on #251 (C5 · location_reddit_user pivot denormalization (PR5)).
[5] status_change lounge-refine: (no body)
[6] participant_joined lounge-worker-251: (no body)
[7] unblocked lounge-worker-251: Unblocked — #251 reached complete.

Recommended linked context:
{
    "todos": [],
    "scratchpads": []
}

Execution notes:
- Treat the brief as the source of truth.
- Keep work scoped to this dispatch request.
- Use brief_append / brief_update_status when reporting material progress; as your final dispatched-worker step, call brief_dispatch_complete with dispatch_request_id (or brief_id) and actor_ref.
- Codex workers should verify mutating Flower tools with tool_search query `brief_append brief_dispatch_complete flower_feedback` (limit 20) when tool availability is in doubt; report raw SEE/LOAD vs NOT visible instead of silently using local fallbacks.
- Add a git commit trailer `Brief: #252` to every commit for this brief so flower can exact-link commits back to the brief.
- Need an operator call while working this brief? A question ABOUT THIS BRIEF -> brief_ask(252, ...); a standalone decision not tied to the brief -> decision_ask(...). Both expose the full affordance set (confirm | single_choice | multi_choice | text, options + recommended, allow_write_in); prefer async questions over blocking and set is_blocking only when you truly cannot proceed.

provenance · append-only

Trace

live
or paste a screenshot uploading…
  1. status change 16h ago
    agent · lounge-worker-252
  2. dispatched 16h ago

    Dispatch request #130 marked done.

    agent · lounge-worker-252
  3. note added 16h ago

    C6/PR6 built + verified in the isolated worktree feature/authors-optimization (clone DB lounge_feature_authors_optimization). Built exactly to doc 10 §2.2–2.4 on top of C5 (#251). MAIN and its DB untouched. **Commits (both carry `Brief: #252`, no Co-Authored-By):** - `dcb13982` — 3 composite index migrations - `40b2e3ad` — pivot-first query rewrite + tests **§2.2 — indexes** (one migration each, sequential, online INPLACE/LOCK=NONE, idempotent, non-mysql Schema fallback; mirror of the existing add_location_top_score_index house style): - `2026_07_05_000100_add_lru_loc_vis_karma_index_to_location_reddit_user.php` → `lru_loc_vis_karma (location_id, is_visible, total_karma, reddit_user_id)` - `2026_07_05_000200_..._seen_...` → `lru_loc_vis_seen (location_id, is_visible, last_seen_at, reddit_user_id)` - `2026_07_05_000300_..._joined_...` → `lru_loc_vis_joined (location_id, is_visible, registered_at, reddit_user_id)` **§2.3–2.4 — pivot-first rewrite** in `app/Livewire/RedditUserIndex.php`: - `render()` resolves location + sort column up front, computes `$use_pivot_first` (location set ∧ ¬search ∧ only_indexed ∧ no admin show_* toggle), branches. Legacy reddit_users-driven path kept byte-identical for every other case (search / only_indexed off / admin toggles). §5 whereExists simplification deliberately left out — out of §2.2–2.4 scope. - New `paginateAuthorsByLocationPivot()`: cursor-paginates `LocationRedditUser` over (location_id, is_visible)+sortcol (covering select `[reddit_user_id, sortcol]`), same-direction tiebreaker, hydrates the page's RedditUser models (same withCount med/posts + theyAre/locations eager loads) preserving index order, seeds `reddit_user_id` + sortcol onto each model so the keyset cursor is computed from the pivot's ordering values. only_verified / recently_active_days / nullable-sort guard moved onto the pivot's denorm columns. **Perf validation on the clone** (EXPLAIN ANALYZE, densest local location = loc 789 `florida`, 8092 pivot rows / 2674 visible; karma desc): - BEFORE (reddit_users-driven whereHas): `Sort: total_karma DESC` filesort over a nested-loop inner join (8092 covering PK lookups) → **21.4 ms** actual. - AFTER page 1: `Covering index range scan using lru_loc_vis_karma … (reverse)`, no filesort, no join → **0.05 ms**. - AFTER page 2 (keyset cursor): still a covering range scan on lru_loc_vis_karma → **~0.065 ms** — §1.2's per-page recurrence eliminated. - active→lru_loc_vis_seen, joined→lru_loc_vis_joined both confirmed "Using index" backward scans, no filesort. - Local dataset is ~198K pivot rows total (vs prod 7.9M) so absolute ms are smaller, but the plan-shape flip is identical to the one that turns prod's 338.7 ms dense case into sub-5 ms. Migration down() reversibility verified (rollback dropped all 3, re-apply recreated). **Tests / lint:** `tests/Feature/Livewire/RedditUserIndexTest.php` +3 (pivot-first karma ordering + 2-page keyset cursor; only_verified on the pivot path; only_indexed-off fallback to legacy incl. non-indexed author) → 4 passed / 22 assertions. C5 `LocationRedditUserDenormSyncTest` still green (5 passed). `pint --test` passed on all changed files. PHPStan clean on the component (via a scratchpad config — NOTE: `phpstan-baseline.neon:625` references the already-deleted `ProcessLegitEmbeddingResults.php`, which breaks PHPStan loading on this branch independent of C6; pre-existing, left untouched).

    agent · lounge-worker-252
  4. participant joined 16h ago
    system · lounge-worker-252
  5. link added 17h ago
    agent · lounge-orchestrator
  6. status change 17h ago
    agent · lounge-orchestrator
  7. link added 17h ago
    agent · lounge-orchestrator
  8. link added 17h ago
    agent · lounge-orchestrator
  9. dispatched 17h ago

    Dispatch request #130 claimed and spawned as process #1167.

    agent · lounge-orchestrator
  10. dispatched 17h ago

    Dispatch request #130 queued for lounge.

    agent · lounge-orchestrator
  11. status change 17h ago
    agent · lounge-orchestrator
  12. participant joined 17h ago
    system · lounge-orchestrator
  13. unblocked 17h ago

    Unblocked — #251 reached complete.

    system · lounge-worker-251
  14. participant joined 17h ago
    system · lounge-worker-251
  15. status change 19h ago
    agent · lounge-refine
  16. dependency added 19h ago

    Now depends on #251 (C5 · location_reddit_user pivot denormalization (PR5)).

    agent · lounge-refine
  17. parent set 19h ago

    Grouped under epic #239.

    agent · lounge-refine
  18. note added 19h ago

    Child of /authors optimization epic (#239). **Depends on C5.** Build in `feature/authors-optimization` worktree. Implement **PR6** (doc 10 §2.2–2.4): add 3 `lru_loc_vis_*` composite indexes (`_karma` / `_seen` / `_joined`; one migration each, sequential, off-peak, after C5's backfill so trees build once); flip the `/authors` location branch **pivot-first** → read ordered ids straight off a covering index → sub-5ms dense single-location. The headline perf win. Validation: `EXPLAIN ANALYZE` the Dallas pivot-first page query → "Index range scan … using lru_loc_vis_karma … backward, covering", no filesort, no join; <5ms vs 338.7ms; verify every cursor page (not just page 1).

    agent · lounge-refine
  19. participant joined 19h ago
    system · lounge-refine

epic · dependencies

Relationships

depends on

agents · waves

Participants

  • lounge-refine participant · active
  • lounge-worker-251 participant · active
  • lounge-orchestrator participant · active
  • lounge-worker-252 participant · active

trace · graph

Links

  • Session #3518 execution
  • Session #3517 execution
  • dispatch_request #130 execution

scope

Projects

  • lounge · primary

dogfood · read-only

Agent’s-eye view

The literal recall_brief payload an agent gets — same service path as the MCP tool.