diff --git a/.gitea/workflows/adversarial-review.yml b/.gitea/workflows/adversarial-review.yml
index 1831136..2b5d968 100644
--- a/.gitea/workflows/adversarial-review.yml
+++ b/.gitea/workflows/adversarial-review.yml
@@ -4,9 +4,9 @@
 # caches :latest, and this build is what carries foreman provider-type support)
 # as a specialist swarm and posts
 # ONE consolidated review comment as gitea-actions. Advisory only — never blocks a
-# merge. This reviews majordomo PRs with 9 ollama-cloud models + the M5 Mac
-# (3-lens suite). Gadfly is a simple system — findings are advisory; always
-# double-check before acting.
+# merge. This reviews majordomo PRs with 6 ollama-cloud models (3-lens suite).
+# Gadfly is a simple system — findings are advisory; always double-check before
+# acting.
 
 name: Adversarial Review (Gadfly)
 
@@ -42,36 +42,26 @@ jobs:
               || github.actor == 'fizi'
               || github.actor == 'dazed'))
     runs-on: ubuntu-latest
-    # Fleet: 9 cloud (lens fan-out) + the M5 Mac via foreman. The slow local
-    # lane dominates wall time, so allow plenty of headroom. (M1 was dropped —
-    # consistently slow for zero real findings.)
-    timeout-minutes: 90
+    # Fleet: 6 ollama-cloud models (lens fan-out), no local Macs. (Trimmed the
+    # weakest reviewers by grade — m5/qwen3.6, gemma4, gpt-oss, kimi-k2.7 — plus
+    # the earlier M1 drop.) Plenty of headroom for the cloud lanes.
+    timeout-minutes: 45
     steps:
       - uses: docker://gitea.stevedudenhoeffer.com/steve/gadfly:sha-d7f364d
         env:
           GITEA_API: ${{ github.server_url }}/api/v1/repos/${{ github.repository }}
           GITEA_TOKEN: ${{ secrets.GITEA_TOKEN }}
           OLLAMA_CLOUD_API_KEY: ${{ secrets.OLLAMA_CLOUD_API_KEY }}
-          # Local Mac, reached through its foreman queue (native Ollama on the
-          # wire). GADFLY_ENDPOINT_M5 registers provider "m5", a foreman-preset
-          # Ollama client at the secret's URL, of the form:
-          #   foreman|https://<foreman-host>|<token>
-          # Needs an image with foreman provider-type support (this one). If the Mac
-          # is offline that model's comment shows an error and the others still post.
-          # (Gitea secrets aren't auto-exposed — map each explicitly.)
-          GADFLY_ENDPOINT_M5: ${{ secrets.GADFLY_ENDPOINT_M5 }}
-          # Fleet: 9 cloud + M5 Max. Cloud concurrency lives in the LENSES: cloud
-          # models run a few at a time (ollama-cloud=3) with their 3 lenses
-          # concurrent (LENS ollama-cloud=3) so comments land sooner; the Mac runs
-          # one model, lenses serial (its foreman queue serializes anyway). Both
-          # provider lanes run parallel.
-          GADFLY_MODELS: "minimax-m3:cloud,glm-5.2:cloud,glm-5.1:cloud,kimi-k2.7-code:cloud,deepseek-v4-pro:cloud,nemotron-3-super:cloud,gpt-oss:120b-cloud,qwen3-coder:480b-cloud,gemma4:cloud,m5/qwen3.6:35b-mlx"
-          GADFLY_PROVIDER_CONCURRENCY: "ollama-cloud=3,m5=1"
+          # Cloud-only fleet (no local Macs). Cloud concurrency lives in the
+          # LENSES: models run a few at a time (ollama-cloud=3) with their 3 lenses
+          # concurrent (LENS ollama-cloud=3) so comments land sooner.
+          GADFLY_MODELS: "minimax-m3:cloud,glm-5.2:cloud,glm-5.1:cloud,deepseek-v4-pro:cloud,nemotron-3-super:cloud,qwen3-coder:480b-cloud"
+          GADFLY_PROVIDER_CONCURRENCY: "ollama-cloud=3"
           GADFLY_PROVIDER_LENS_CONCURRENCY: "ollama-cloud=3"
           # Default => the 3-lens suite (security, correctness, error-handling).
           # Set the repo var GADFLY_SPECIALISTS to override (csv / "all" / "auto").
           GADFLY_SPECIALISTS: ${{ vars.GADFLY_SPECIALISTS || 'security,correctness,error-handling' }}
-          # Per-lens deadline + bounded steps so the slow local models stay sane.
+          # Per-lens deadline + bounded steps to keep each reviewer's run sane.
           GADFLY_TIMEOUT_SECS: "600"
           GADFLY_MAX_STEPS: "14"
           # Allow-list for the comment trigger (mirrors the job-level if: guard).
diff --git a/CLAUDE.md b/CLAUDE.md
index 5ad3157..00585c5 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -141,9 +141,9 @@ Ship work through PRs and let Gadfly review it before merge:
 
 - **Push to a PR, never straight to `main`.** Branch, push, open a PR.
   `.gitea/workflows/adversarial-review.yml` runs Gadfly (the standalone
-  agentic adversarial reviewer) — a fleet of 9 ollama-cloud models +
-  the M5 Mac via foreman, each running the 3-lens suite (security,
-  correctness, error-handling). Advisory only; it never blocks the merge.
+  agentic adversarial reviewer) — a fleet of 6 ollama-cloud models, each
+  running the 3-lens suite (security, correctness, error-handling). Advisory
+  only; it never blocks the merge.
 - **Wait for Gadfly to finish, then read its output.** Don't merge while the
   review is still running. Each model posts one consolidated comment; weigh
   every finding on its merits and fix the real ones (Gadfly is a simple