From 513f02e969ffd136f0a5d4e2e00f6e1bff80d995 Mon Sep 17 00:00:00 2001
From: Bai Li <bai.li@uipath.com>
Date: Wed, 8 Jul 2026 15:51:21 -0700
Subject: [PATCH 1/4] feat(evalboard): add a Harness (RunConfig) column to the
 runs tables

Read the run-level RunConfig (harness/model/environment) that eval_runner stamps
into run.json, falling back to the most common per-task agent_config.type, and
show the harness on the main + ad-hoc runs tables. Environment (alpha/prod) is
captured on the run overview but intentionally not surfaced yet.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
 evalboard/app/page.tsx               | 12 +++++-
 evalboard/lib/__tests__/runs.test.ts | 36 ++++++++++++++++++
 evalboard/lib/overview.ts            |  6 +++
 evalboard/lib/runs.ts                | 55 ++++++++++++++++++++++++++++
 4 files changed, 108 insertions(+), 1 deletion(-)

diff --git a/evalboard/app/page.tsx b/evalboard/app/page.tsx
index dc57bb89..e3a1223a 100644
--- a/evalboard/app/page.tsx
+++ b/evalboard/app/page.tsx
@@ -330,6 +330,7 @@ export default async function Page({
                     <thead>
                         <tr className="bg-gray-50 border-b border-gray-200 text-left text-gray-600">
                             <th className="py-3 px-4 font-medium">Run</th>
+                            <th className="py-3 px-4 font-medium">Harness</th>
                             <th className="py-3 px-4 font-medium">
                                 Pass rate
                             </th>
@@ -363,6 +364,9 @@ export default async function Page({
                                             {fmtRunTime(r.id)}
                                         </Link>
                                     </td>
+                                    <td className="py-3 px-4 text-xs text-gray-700">
+                                        {r.harness ?? "—"}
+                                    </td>
                                     <td className="py-3 px-4 tabular-nums">
                                         <span
                                             className={`font-medium ${passClass(
@@ -393,7 +397,7 @@ export default async function Page({
                         {listing.rows.length === 0 && (
                             <tr>
                                 <td
-                                    colSpan={5}
+                                    colSpan={6}
                                     className="py-6 px-4 text-center text-sm text-gray-500"
                                 >
                                     {isFiltered
@@ -454,6 +458,9 @@ export default async function Page({
                                     <th className="py-3 px-4 font-medium">
                                         Run
                                     </th>
+                                    <th className="py-3 px-4 font-medium">
+                                        Harness
+                                    </th>
                                     <th className="py-3 px-4 font-medium">
                                         Date
                                     </th>
@@ -503,6 +510,9 @@ export default async function Page({
                                                     </div>
                                                 )}
                                             </td>
+                                            <td className="py-3 px-4 text-xs text-gray-700">
+                                                {r.harness ?? "—"}
+                                            </td>
                                             <td className="py-3 px-4 font-mono text-xs text-gray-700 tabular-nums whitespace-nowrap">
                                                 {fmtTimestamp(r.startedAt)}
                                             </td>
diff --git a/evalboard/lib/__tests__/runs.test.ts b/evalboard/lib/__tests__/runs.test.ts
index e0d47cc3..5fd0c719 100644
--- a/evalboard/lib/__tests__/runs.test.ts
+++ b/evalboard/lib/__tests__/runs.test.ts
@@ -15,6 +15,7 @@ import {
     type ArtifactRef,
     clearRunCacheDir,
     extractComponentShas,
+    extractRunConfig,
     findMatureSourceRuns,
     isExcludedArtifact,
     type MessageEvent,
@@ -346,6 +347,41 @@ describe("extractComponentShas", () => {
     });
 });
 
+describe("extractRunConfig", () => {
+    test("prefers the run-level RunConfig stamp (harness + environment)", () => {
+        const out = extractRunConfig({
+            environment_info: {
+                run_config: {
+                    harness: "codex",
+                    model: "gpt-5.4",
+                    environment: "prod",
+                },
+            },
+        });
+        expect(out.harness).toBe("codex");
+        expect(out.environment).toBe("prod");
+    });
+
+    test("falls back to the most common per-task agent_config.type", () => {
+        const out = extractRunConfig({
+            task_results: [
+                { task_id: "a", agent_config: { type: "antigravity" } },
+                { task_id: "b", agent_config: { type: "antigravity" } },
+                { task_id: "c", agent_config: { type: "claude-code" } },
+            ],
+        });
+        expect(out.harness).toBe("antigravity");
+        // environment is only known from the run-level stamp, never derived.
+        expect(out.environment).toBeNull();
+    });
+
+    test("null harness when nothing identifies it (legacy runs)", () => {
+        const out = extractRunConfig({ task_results: [{ task_id: "a" }] });
+        expect(out.harness).toBeNull();
+        expect(out.environment).toBeNull();
+    });
+});
+
 describe("findMatureSourceRuns", () => {
     // Newest-first run list with injected run.json readers (the deps test seam).
     const ids = ["r5", "r4", "r3", "r2", "r1"];
diff --git a/evalboard/lib/overview.ts b/evalboard/lib/overview.ts
index f2cf064f..89c3cf83 100644
--- a/evalboard/lib/overview.ts
+++ b/evalboard/lib/overview.ts
@@ -95,6 +95,10 @@ export interface RunListingRow {
     tasksRun: number;
     totalCostUsd: number | null;
     taskDurationSeconds: number | null;
+    // Run-level harness (coder-eval AgentKind) for the Harness column; null on
+    // legacy runs that predate the RunConfig stamp / carry no agent_config.type.
+    // Optional so existing test factories stay valid.
+    harness?: string | null;
 }
 
 // Window-level rollup across every matched run (pre-limit), so the front-page
@@ -680,6 +684,7 @@ export async function getRunListing(
             tasksRun: scopedTasks.length,
             totalCostUsd: scopedCost,
             taskDurationSeconds: scopedDur,
+            harness: overview.harness ?? null,
         });
     }
 
@@ -735,6 +740,7 @@ export function buildAdhocRows(
             tasksRun: overview.tasks.length,
             totalCostUsd: overview.totalCostUsd,
             taskDurationSeconds: overview.taskDurationSeconds,
+            harness: overview.harness ?? null,
         });
     }
     rows.sort(
diff --git a/evalboard/lib/runs.ts b/evalboard/lib/runs.ts
index 2e874940..ef682c10 100644
--- a/evalboard/lib/runs.ts
+++ b/evalboard/lib/runs.ts
@@ -346,6 +346,10 @@ interface RawTaskResult {
     // Model the task ran on (e.g. "claude-sonnet-4-6"). Used to price token
     // buckets as USD. Absent on legacy runs.
     model_used?: string | null;
+    // Per-task agent config; `type` is the harness (coder-eval AgentKind, e.g.
+    // "claude-code" | "codex" | "antigravity"). Used to derive the run's harness
+    // when the run-level RunConfig stamp is absent (direct coder-eval / legacy runs).
+    agent_config?: { type?: string | null } | null;
     // Activation enrichment the dashboard folds onto each case row in the nested
     // activation run.json (see cli.py _finalize_activation_run). Absent on skills
     // rows. `prompt` = the case's prompt text; `expected_skill` = the skill the
@@ -790,6 +794,12 @@ export interface RunOverview {
     totalCostUsd: number | null;
     taskDurationSeconds: number | null;
     componentShas: ComponentSha[];
+    // Run-level harness (coder-eval AgentKind) from the RunConfig stamp
+    // (environment_info.run_config), falling back to the most common per-task
+    // agent_config.type. `environment` (alpha/prod) is captured but intentionally
+    // NOT surfaced in the UI yet. Both optional so test factories predating them stay valid.
+    harness?: string | null;
+    environment?: string | null;
     // run.json `start_time` (ISO wall-clock). Pipeline runs derive their date
     // from the date-shaped id; ad-hoc ids carry no date, so the ad-hoc listing
     // orders by this instead. Optional so test factories predating it stay valid.
@@ -814,6 +824,50 @@ export function visibleTurnsFromRaw(t: {
     return null;
 }
 
+// The run's harness + environment. Prefers the run-level RunConfig stamped by
+// eval_runner into environment_info.run_config; falls back to the most common
+// per-task agent_config.type (direct coder-eval / legacy runs carry no stamp).
+// Returns null harness when nothing identifies it (legacy pre-harness runs).
+export function extractRunConfig(data: RawRunJson): {
+    harness: string | null;
+    environment: string | null;
+} {
+    const rc = data.environment_info?.run_config;
+    if (rc && typeof rc === "object" && !Array.isArray(rc)) {
+        const r = rc as Record<string, unknown>;
+        return {
+            harness: typeof r.harness === "string" ? r.harness : null,
+            environment:
+                typeof r.environment === "string" ? r.environment : null,
+        };
+    }
+    return {
+        harness: mostCommonAgentType(data.task_results ?? []),
+        environment: null,
+    };
+}
+
+// Most frequent per-task agent_config.type across a run's rows, or null if none
+// declare one. A run is single-harness in practice, so this is just a robust
+// "the harness these tasks ran on" for runs without the run-level stamp.
+function mostCommonAgentType(rows: RawTaskResult[]): string | null {
+    const counts = new Map<string, number>();
+    for (const r of rows) {
+        const t = r.agent_config?.type;
+        if (typeof t === "string" && t)
+            counts.set(t, (counts.get(t) ?? 0) + 1);
+    }
+    let best: string | null = null;
+    let bestN = 0;
+    for (const [t, n] of counts) {
+        if (n > bestN) {
+            best = t;
+            bestN = n;
+        }
+    }
+    return best;
+}
+
 export async function readRunOverview(
     id: string,
 ): Promise<RunOverview | null> {
@@ -859,6 +913,7 @@ export async function readRunOverview(
             ? taskDurationSum
             : (data.total_duration_seconds ?? null),
         componentShas: extractComponentShas(data.environment_info),
+        ...extractRunConfig(data),
         startedAt: data.start_time ?? null,
     };
 }

From 3e35a89cbcfd6c04c9313a67c30f33fd7e355e25 Mon Sep 17 00:00:00 2001
From: Bai Li <bai.li@uipath.com>
Date: Wed, 8 Jul 2026 16:31:20 -0700
Subject: [PATCH 2/4] feat(evalboard): add Gemini rates to the frontend pricing
 table
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Mirror the five Gemini models from src/coder_eval/pricing.py into
lib/pricing.ts so the Tokens↔USD toggle and per-message cost column
price Antigravity/Gemini runs instead of showing "—". Repoint the
pricing-parity drift guard at the post-proxy-removal pricing.py path
(the file moved in #463), restoring the test that enforces this mirror.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
 evalboard/lib/__tests__/pricing-parity.test.ts |  6 +++---
 evalboard/lib/pricing.ts                       | 15 ++++++++++++---
 2 files changed, 15 insertions(+), 6 deletions(-)

diff --git a/evalboard/lib/__tests__/pricing-parity.test.ts b/evalboard/lib/__tests__/pricing-parity.test.ts
index 9100682a..5fe056d6 100644
--- a/evalboard/lib/__tests__/pricing-parity.test.ts
+++ b/evalboard/lib/__tests__/pricing-parity.test.ts
@@ -5,7 +5,7 @@ import { describe, expect, test } from "vitest";
 import { PRICING } from "../pricing";
 
 // Drift guard: lib/pricing.ts is a hand-copied mirror of the authoritative
-// Python table in src/coder_eval/proxy/pricing.py. If the backend reprices a
+// Python table in src/coder_eval/pricing.py. If the backend reprices a
 // model (or adds one) and this mirror isn't updated, the frontend's "estimated"
 // USD figures silently disagree with the backend's authoritative Cost on the
 // same tokens. This test parses the Python table and asserts both tables have
@@ -13,7 +13,7 @@ import { PRICING } from "../pricing";
 // into a failing build.
 
 const here = dirname(fileURLToPath(import.meta.url));
-const PY_PATH = resolve(here, "../../../src/coder_eval/proxy/pricing.py");
+const PY_PATH = resolve(here, "../../../src/coder_eval/pricing.py");
 
 // Match: "model-id": ModelPricing(1.25, 10.0, 1.25, 0.125),
 const ROW_RE =
@@ -36,7 +36,7 @@ function parsePythonTable(): Record<
     return out;
 }
 
-describe("pricing.ts ↔ proxy/pricing.py parity", () => {
+describe("pricing.ts ↔ pricing.py parity", () => {
     const py = parsePythonTable();
 
     test("parses a non-trivial Python table", () => {
diff --git a/evalboard/lib/pricing.ts b/evalboard/lib/pricing.ts
index 10fada2c..29f27360 100644
--- a/evalboard/lib/pricing.ts
+++ b/evalboard/lib/pricing.ts
@@ -1,6 +1,6 @@
 // Per-million-token prices and cost math. Ported from
-// src/coder_eval/proxy/pricing.py — keep in sync when that table changes.
-// Source: Anthropic / OpenAI public pricing.
+// src/coder_eval/pricing.py — keep in sync when that table changes.
+// Source: Anthropic / OpenAI / Google public pricing.
 //
 // This is the single source of truth for rates on the frontend: the
 // cascade-aware thinking-cost simulator (lib/thinkingSim.ts) and the
@@ -15,7 +15,7 @@ export interface Pricing {
 }
 
 // Exported so a unit test can assert key-and-rate parity against the
-// authoritative Python table (src/coder_eval/proxy/pricing.py) and fail the
+// authoritative Python table (src/coder_eval/pricing.py) and fail the
 // build on drift — this hand-copied mirror is otherwise guarded only by a
 // comment. Not part of the consumer API; use resolvePricing() instead.
 export const PRICING: Record<string, Pricing> = {
@@ -41,6 +41,15 @@ export const PRICING: Record<string, Pricing> = {
     "gpt-5.3-codex": p(1.75, 14, 1.75, 0.175),
     "gpt-5.4": p(2.5, 15, 2.5, 0.25),
     "gpt-5.5": p(5, 30, 5, 0.5),
+    // Google Gemini (AntigravityAgent). Gemini bills no separate cache-write
+    // fee (cache_write == input, effectively unused); cache_read is the cached-
+    // input rate. Pro's >200K-token tier is higher — this flat rate reads low
+    // for very-large-context runs, fine for typical eval tasks.
+    "gemini-3-pro-preview": p(2, 12, 2, 0.2),
+    "gemini-3.1-pro-preview": p(2, 12, 2, 0.2),
+    "gemini-3.1-pro-preview-customtools": p(2, 12, 2, 0.2),
+    "gemini-3.5-flash": p(1.5, 9, 1.5, 0.15),
+    "gemini-3-flash-preview": p(1.5, 9, 1.5, 0.15),
 };
 
 function p(

From 133e69ef6df1165e4129bd66c59fc542defe2f13 Mon Sep 17 00:00:00 2001
From: Bai Li <bai.li@uipath.com>
Date: Wed, 8 Jul 2026 17:05:05 -0700
Subject: [PATCH 3/4] feat(evalboard): show harness as a vendor logo (internal,
 main table only)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Replace the raw harness text in the runs table with the recognizable
vendor mark (Anthropic / OpenAI / Google) via a small HarnessBadge, so a
run's agent reads at a glance — mirroring the Slack rollup's vendor
emoji. Gate the column behind isInternal (edition.ts) and keep it on the
main runs table only, dropping it from the ad-hoc table. A missing
harness defaults to claude-code (the nightly).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
 evalboard/app/_components/harness-badge.tsx |  37 ++++++++++++++++++++
 evalboard/app/page.tsx                      |  25 +++++++------
 evalboard/lib/overview.ts                   |   2 +-
 evalboard/public/harness/antigravity.png    | Bin 0 -> 4535 bytes
 evalboard/public/harness/claude-code.png    | Bin 0 -> 11502 bytes
 evalboard/public/harness/codex.png          | Bin 0 -> 4600 bytes
 6 files changed, 52 insertions(+), 12 deletions(-)
 create mode 100644 evalboard/app/_components/harness-badge.tsx
 create mode 100644 evalboard/public/harness/antigravity.png
 create mode 100644 evalboard/public/harness/claude-code.png
 create mode 100644 evalboard/public/harness/codex.png

diff --git a/evalboard/app/_components/harness-badge.tsx b/evalboard/app/_components/harness-badge.tsx
new file mode 100644
index 00000000..a9eca2bf
--- /dev/null
+++ b/evalboard/app/_components/harness-badge.tsx
@@ -0,0 +1,37 @@
+import Image from "next/image";
+
+// Vendor logo for a run's harness (RunConfig). Renders the recognizable
+// vendor mark instead of raw "claude-code"/"codex"/"antigravity" text,
+// mirroring the Slack rollup's vendor emoji. A missing harness defaults to
+// claude-code (the nightly). This is an internal-only column — the caller
+// gates it behind isInternal (see lib/edition.ts).
+const HARNESS_LOGO: Record<string, { src: string; label: string }> = {
+    "claude-code": {
+        src: "/harness/claude-code.png",
+        label: "Claude Code · Anthropic",
+    },
+    codex: { src: "/harness/codex.png", label: "Codex · OpenAI" },
+    antigravity: {
+        src: "/harness/antigravity.png",
+        label: "Antigravity · Google Gemini",
+    },
+};
+
+export function HarnessBadge({ harness }: { harness?: string | null }) {
+    const key = harness ?? "claude-code";
+    const logo = HARNESS_LOGO[key];
+    // Unknown harness: show the raw id rather than a misleading logo.
+    if (!logo) {
+        return <span className="text-xs text-gray-700">{key}</span>;
+    }
+    return (
+        <Image
+            src={logo.src}
+            alt={logo.label}
+            title={logo.label}
+            width={20}
+            height={20}
+            className="rounded-sm"
+        />
+    );
+}
diff --git a/evalboard/app/page.tsx b/evalboard/app/page.tsx
index e3a1223a..5cd66b92 100644
--- a/evalboard/app/page.tsx
+++ b/evalboard/app/page.tsx
@@ -15,6 +15,7 @@ import { ChipLegend, MergedTagRail } from "./_overview/tag-rail";
 import { TableScroll } from "./_components/scroll-table";
 import { CollapsibleRail } from "./_components/collapsible-rail";
 import { isInternal } from "@/lib/edition";
+import { HarnessBadge } from "@/app/_components/harness-badge";
 
 export const dynamic = "force-dynamic";
 
@@ -330,7 +331,11 @@ export default async function Page({
                     <thead>
                         <tr className="bg-gray-50 border-b border-gray-200 text-left text-gray-600">
                             <th className="py-3 px-4 font-medium">Run</th>
-                            <th className="py-3 px-4 font-medium">Harness</th>
+                            {isInternal && (
+                                <th className="py-3 px-4 font-medium">
+                                    Harness
+                                </th>
+                            )}
                             <th className="py-3 px-4 font-medium">
                                 Pass rate
                             </th>
@@ -364,9 +369,13 @@ export default async function Page({
                                             {fmtRunTime(r.id)}
                                         </Link>
                                     </td>
-                                    <td className="py-3 px-4 text-xs text-gray-700">
-                                        {r.harness ?? "—"}
-                                    </td>
+                                    {isInternal && (
+                                        <td className="py-3 px-4">
+                                            <HarnessBadge
+                                                harness={r.harness}
+                                            />
+                                        </td>
+                                    )}
                                     <td className="py-3 px-4 tabular-nums">
                                         <span
                                             className={`font-medium ${passClass(
@@ -397,7 +406,7 @@ export default async function Page({
                         {listing.rows.length === 0 && (
                             <tr>
                                 <td
-                                    colSpan={6}
+                                    colSpan={isInternal ? 6 : 5}
                                     className="py-6 px-4 text-center text-sm text-gray-500"
                                 >
                                     {isFiltered
@@ -458,9 +467,6 @@ export default async function Page({
                                     <th className="py-3 px-4 font-medium">
                                         Run
                                     </th>
-                                    <th className="py-3 px-4 font-medium">
-                                        Harness
-                                    </th>
                                     <th className="py-3 px-4 font-medium">
                                         Date
                                     </th>
@@ -510,9 +516,6 @@ export default async function Page({
                                                     </div>
                                                 )}
                                             </td>
-                                            <td className="py-3 px-4 text-xs text-gray-700">
-                                                {r.harness ?? "—"}
-                                            </td>
                                             <td className="py-3 px-4 font-mono text-xs text-gray-700 tabular-nums whitespace-nowrap">
                                                 {fmtTimestamp(r.startedAt)}
                                             </td>
diff --git a/evalboard/lib/overview.ts b/evalboard/lib/overview.ts
index 89c3cf83..68c81568 100644
--- a/evalboard/lib/overview.ts
+++ b/evalboard/lib/overview.ts
@@ -740,7 +740,7 @@ export function buildAdhocRows(
             tasksRun: overview.tasks.length,
             totalCostUsd: overview.totalCostUsd,
             taskDurationSeconds: overview.taskDurationSeconds,
-            harness: overview.harness ?? null,
+            // Harness is a main-table-only (internal) column; ad-hoc rows omit it.
         });
     }
     rows.sort(
diff --git a/evalboard/public/harness/antigravity.png b/evalboard/public/harness/antigravity.png
new file mode 100644
index 0000000000000000000000000000000000000000..c46f02e8ab7320fd83ffcc5bbe7ff9dc6b8c901d
GIT binary patch
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From ba8d63ec0a2baea56798a28add358ee8a8c31768 Mon Sep 17 00:00:00 2001
From: Bai Li <bai.li@uipath.com>
Date: Thu, 9 Jul 2026 11:17:58 -0700
Subject: [PATCH 4/4] fix(evalboard): fall back to agent_config type when
 run_config omits harness

A present-but-partial run_config stamp (object present, harness key missing
or empty string) short-circuited the mostCommonAgentType fallback and
returned null, mislabeling a real codex/antigravity run as the claude-code
default logo. Guard on truthiness and fall back to the per-task
agent_config vote so only a genuinely unidentifiable run defaults.

Addresses review feedback on the harness column (coder_eval.bak#494).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
---
 evalboard/lib/runs.ts | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/evalboard/lib/runs.ts b/evalboard/lib/runs.ts
index ef682c10..26fa767e 100644
--- a/evalboard/lib/runs.ts
+++ b/evalboard/lib/runs.ts
@@ -836,7 +836,14 @@ export function extractRunConfig(data: RawRunJson): {
     if (rc && typeof rc === "object" && !Array.isArray(rc)) {
         const r = rc as Record<string, unknown>;
         return {
-            harness: typeof r.harness === "string" ? r.harness : null,
+            // A present-but-partial stamp (run_config object with no/empty
+            // harness) falls back to the per-task agent_config vote rather
+            // than nulling out — otherwise a real codex/antigravity run is
+            // mislabeled as the claude-code default.
+            harness:
+                typeof r.harness === "string" && r.harness
+                    ? r.harness
+                    : mostCommonAgentType(data.task_results ?? []),
             environment:
                 typeof r.environment === "string" ? r.environment : null,
         };