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The Wire · Showcase

JUDGE UPGRADE: evals now reasons at medium effort

By RepoJournal · Filed · About Supabase

Supabase's eval judge is getting smarter, but the RLS guide fix is the one that will keep your docs green.

The evals repo's default judge moved from gpt-5.5 at low reasoning to gpt-5.6-sol at medium effort [1], a shift that directly addresses the weakest link in your scoring pipeline. Separately, the RLS guide eval softened its pgTAP coverage rubric after a bonus test-quality check kept turning the whole doc red while all 40 RLS checks passed [2]. Over in the CLI, the monorepo consolidated on TypeScript 7 and bumped the entire Effect family to RC.111, removing stale beta pins and parallel aliases [3]. The stack runtime is now Effect-native across Node and Bun, with on-demand slim resource preparation via `off`, `lazy`, and `eager` policies [4]. Studio shipped three quality-of-life wins: permission presets for scoped PATs [5], preserved assistant tool previews after completion [6], and a restored notebook diff preview for already-applied updates [7]. ETL now handles flexible BigQuery column names across initial copy, CDC, schema changes, partitioning, and clustering [8], and Realtime surfaces the Postgres Changes connection pool in settings [9]. The MCP server instructions are now intent-based, fixing broken tool references on hosted platforms [10].

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Action items

References

  1. [1] fix(core): default the judge to gpt-5.6-sol at medium reasoning effort (#222) supabase/evals
  2. [2] fix(evals): soften the pgTAP coverage rubric in the RLS guide eval (#224) supabase/evals
  3. [3] chore(deps): consolidate TypeScript and update Effect (#6289) supabase/cli
  4. [4] feat(stack): prepare slim resources on demand (#6250) supabase/cli
  5. [5] feat(studio): add permission presets to scoped pat creation form ↗ supabase/supabase
  6. [6] feat(studio): preserve assistant tool previews after completion ↗ supabase/supabase
  7. [7] Restore notebook diff preview for completed updates ↗ supabase/supabase
  8. [8] feat(bigquery): Add support for flexible names ↗ supabase/etl
  9. [9] fix(realtime): add pg changes pool to realtime settings ↗ supabase/supabase
  10. [10] fix: make server instructions intent-based instead of naming tools (#372) supabase/mcp

Quick answers

What shipped in Supabase on August 22, 2026?
Supabase's eval judge is getting smarter, but the RLS guide fix is the one that will keep your docs green. In total, 41 commits, 46 pull requests, and 5 releases landed.
Who contributed to Supabase on August 22, 2026?
12 developers shipped this update, including Miranda Limonczenko, supabase-evals-releaser, claude[bot], charislam, kemaldotearth, SaxonF, claude, and filipecabaco, and 4 more.
What were the notable Supabase updates?
fix(core): default the judge to gpt-5.6-sol at medium reasoning effort (#222), fix(evals): soften the pgTAP coverage rubric in the RLS guide eval (#224), and chore(deps): consolidate TypeScript and update Effect (#6289).

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