freshness: weekly curated-page review

data/agents-directory.json

@@ -1,5 +1,5 @@
 {
-  "lastUpdated": "2026-06-05",
+  "lastUpdated": "2026-06-29",
   "categories": [
     {
       "id": "coding",
@@ -28,6 +28,16 @@
     }
   ],
   "agents": [
+    {
+      "id": "microsoft-scout",
+      "name": "Microsoft Scout",
+      "provider": "Microsoft",
+      "category": "general",
+      "description": "Microsoft's always-on autonomous enterprise agent with its own governed Microsoft Entra identity. Scout operates continuously across Microsoft 365 services including Teams, Outlook, calendars, contacts, OneDrive, and SharePoint, taking actions proactively within user-configured approval gates. Announced at Microsoft Build 2026 as the flagship of Microsoft's new Autopilots category for enterprise AI agents.",
+      "url": "https://microsoft.com/en-us/microsoft-365/copilot/microsoft-365-copilot-for-work",
+      "pricing": "Included with Microsoft 365 Copilot (enterprise subscription)",
+      "launched": 2026
+    },
     {
       "id": "claude-code",
       "name": "Claude Code",

data/ai-infrastructure-projects.json

@@ -1,6 +1,6 @@
 {
   "version": 2,
-  "generated_at": "2026-06-05T00:00:00Z",
+  "generated_at": "2026-06-29T00:00:00Z",
   "license": "TF curation CC-BY-4.0. Underlying public-record sources retain their original license.",
   "notice": "Editorial registry of disclosed major AI buildout projects. Each entry preserves canonical source URLs. Capacity, capex, and timeline figures reflect publicly announced or reported numbers at time of curation and may evolve. Status enum: announced (publicly committed, no ground broken), permitted (regulatory greenlights obtained), construction (active build), operational (online and serving traffic). Power source enum is the announced primary source; many projects mix multiple feeds.",
   "schema": {
@@ -303,6 +303,23 @@
         "https://www.anthropic.com/news/anthropic-invests-50-billion-in-american-ai-infrastructure"
       ]
     },
+    {
+      "id": "microsoft-pecos-texas",
+      "name": "Microsoft Pecos Campus",
+      "operator": "Microsoft",
+      "partners": [],
+      "location": { "city": "Pecos", "state": "Texas", "country": "USA" },
+      "status": "announced",
+      "capacity_mw_announced": 2000,
+      "power_source": "grid",
+      "announced_date": "2026-06-22",
+      "target_operational": "TBD",
+      "capex_usd_billion": null,
+      "context": "Microsoft announced a new datacenter campus in Pecos, Texas on June 22, 2026, designed for approximately 2 gigawatts of peak capacity. The facility is engineered with over 90 percent closed-loop liquid cooling, which Microsoft says reduces annual water consumption to roughly the equivalent of a single restaurant. At peak build-out the project is expected to support more than 6,000 construction jobs with hundreds of permanent operational positions. Microsoft stated it is funding the energy infrastructure required to serve the load. No capex figure or specific go-live date was disclosed at announcement.",
+      "primary_sources": [
+        "https://blogs.microsoft.com/blog/2026/06/22/powering-the-next-wave-of-ai-expanding-capacity-with-our-new-datacenter-in-pecos/"
+      ]
+    },
     {
       "id": "anthropic-spacex-colossus-orbital",
       "name": "Orbital AI Compute (Concept)",

data/benchmarks.json

@@ -1,5 +1,5 @@
 {
-  "lastUpdated": "2026-06-11",
+  "lastUpdated": "2026-06-29",
   "benchmarks": [
     { "id": "swe_bench", "name": "SWE-bench", "description": "Real-world software engineering tasks from GitHub issues (SWE-bench Verified)", "maxScore": 100 },
     { "id": "mmlu_pro", "name": "MMLU-Pro", "description": "General knowledge and reasoning across 57 subjects", "maxScore": 100 },

data/page-freshness.json

@@ -8,42 +8,42 @@
   "policy": "Editor bumps last_reviewed when the page gets a real review or content update. Pages with cadence other than 'editorial' get a Next-Review-Due stamp computed from last_reviewed + cadence interval, and surface an OVERDUE flag when today is past that date.",
   "pages": {
     "/ai-infrastructure": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-06-29",
       "cadence": "weekly",
       "notes": "New projects added when announced; updates when status (announced/permitted/construction/operational) changes."
     },
     "/ai-crawler-access": {
-      "last_reviewed": "2026-06-02",
+      "last_reviewed": "2026-06-29",
       "cadence": "weekly",
       "notes": "Aggregate numbers refresh from the daily crawl via the live summary endpoint. This stamp tracks editorial review of the methodology and seed universe (worker/src/ai-crawler-access-seeds.ts)."
     },
     "/timeline": {
-      "last_reviewed": "2026-05-13",
+      "last_reviewed": "2026-06-29",
       "cadence": "monthly",
       "notes": "Historical record of AI ecosystem milestones. Monthly review for new entries."
     },
     "/models": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-06-29",
       "cadence": "weekly",
       "notes": "Model catalog and pricing. Update when a flagship drops, when a tracked model is deprecated, or when a provider changes pricing. Reminder issue opens Mondays via weekly-models-check workflow."
     },
     "/ai-hardware": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-06-29",
       "cadence": "weekly",
       "notes": "Hand-curated AI accelerator chip catalog in worker/src/ai-hardware.ts. Update when a new datacenter chip ships (NVIDIA, AMD, Google, AWS, Apple, Cerebras, Groq) or when specs are corrected. Reminder issue opens Mondays via weekly-ai-hardware-check workflow."
     },
     "/agents": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-06-29",
       "cadence": "biweekly",
       "notes": "Agent-only work directory and the ARB-backed agent surface. Refresh data/agents-directory.json when notable new agent products ship or when categories shift. Reminder issue opens every other Monday via biweekly-agents-directory-check workflow."
     },
     "/benchmarks": {
-      "last_reviewed": "2026-06-05",
+      "last_reviewed": "2026-06-29",
       "cadence": "weekly",
       "notes": "data/benchmarks.json. Add a row when a flagship lands or when benchmark rankings materially shift. Reminder issue opens Mondays via existing weekly-benchmarks-check workflow."
     },
     "/podcasts": {
-      "last_reviewed": "2026-05-21",
+      "last_reviewed": "2026-06-29",
       "cadence": "monthly",
       "notes": "Curated podcast list in the page itself. Monthly review to add new AI-focused podcasts and prune dormant ones."
     }

data/timeline.json

@@ -1,5 +1,12 @@
 {
   "events": [
+    {
+      "date": "2026-06-24",
+      "title": "OpenAI Unveils Jalapeño, Its First Custom AI Inference Chip",
+      "provider": "OpenAI",
+      "category": "product-launch",
+      "description": "OpenAI and Broadcom unveiled Jalapeño, OpenAI's first custom AI inference processor, designed and built in approximately nine months. OpenAI used its own AI models to accelerate parts of the chip design process. The chip is manufactured by Broadcom and targets OpenAI's inference workloads, with OpenAI claiming better performance per watt than current alternatives. Jalapeño was still in testing at announcement with no production integration timeline disclosed. The launch marks OpenAI's first step toward custom silicon beyond its existing GPU supply chain relationships."
+    },
     {
       "date": "2026-06-09",
       "title": "Anthropic Releases Claude Fable 5, a New Frontier Tier Above Opus",

worker/src/ai-crawler-access-seeds.ts

@@ -54,6 +54,7 @@ export const SEED_DOMAINS: SeedDomain[] = [
   { domain: 'pika.art', sector: 'ai-company' },
   { domain: 'lovable.dev', sector: 'ai-company' },
   { domain: 'cursor.com', sector: 'ai-company' },
+  { domain: 'devin.ai', sector: 'ai-company' },
   { domain: 'contextual.ai', sector: 'ai-company' },
   { domain: 'ai21.com', sector: 'ai-company' },
   // expansion to 500 (2026-06-02)

worker/src/ai-hardware.ts

@@ -45,6 +45,25 @@ export interface AIHardware {
 
 export const AI_HARDWARE_CATALOG: AIHardware[] = [
   // ── NVIDIA ─────────────────────────────────────────────────
+  {
+    id: 'gb300',
+    name: 'NVIDIA GB300 (Blackwell Ultra)',
+    manufacturer: 'NVIDIA',
+    family: 'Blackwell',
+    process: 'TSMC 3nm',
+    released: '2026',
+    memoryGB: 280,
+    memoryBandwidthTBs: 8.0,
+    fp16TFLOPS: 5000,
+    fp8TFLOPS: 10000,
+    fp4TFLOPS: 150000,
+    tdpWatts: null as unknown as number,
+    interconnect: 'NVLink 5 (1.8 TB/s per GPU) + Grace CPU C2C (900 GB/s)',
+    listPriceUSD: null,
+    availability: 'Cloud only (AWS, Google Cloud, Azure, Oracle Cloud)',
+    notes: 'Blackwell Ultra, successor to B200. 280 GB HBM4 per GPU. 2x FP16 throughput vs B200 per chip. FP4 figure (150000 TFLOPS) reflects MXFP4 microscaling mode introduced in Blackwell Ultra. Specs derived from official NVIDIA GB300 NVL72 rack data (20 TB total GPU memory, 576 TB/s bandwidth, 360/720/10802 PFLOPS for FP16/FP8/FP4, divided by 72 chips). Cloud instances went live across major providers mid-2026.',
+    url: 'https://www.nvidia.com/en-us/data-center/gb300-nvl72/',
+  },
   {
     id: 'gb200',
     name: 'NVIDIA GB200 (Blackwell)',
@@ -401,4 +420,4 @@ export const AI_HARDWARE_CATALOG: AIHardware[] = [
   },
 ];
 
-export const AI_HARDWARE_LAST_UPDATED = '2026-06-05';
+export const AI_HARDWARE_LAST_UPDATED = '2026-06-29';