[
 {
  "id": "wiki-en",
  "title": "Robert Brovdi — Wikipedia (EN)",
  "publisher": "Wikipedia",
  "type": "encyclopedia",
  "url": "https://en.wikipedia.org/wiki/Robert_Brovdi",
  "language": "en",
  "reliability": "high",
  "notes": "Canonical biographical reference; multiple cited sources."
 },
 {
  "id": "tg-magyar",
  "title": "@robert_magyar — Official Telegram",
  "publisher": "Telegram",
  "type": "official",
  "url": "https://t.me/robert_magyar",
  "language": "uk",
  "reliability": "primary",
  "notes": "534K subscribers; official channel of SBS commander; operational reports."
 },
 {
  "id": "sbs-army",
  "title": "sbs-group.army — SBS Official Site",
  "publisher": "Unmanned Systems Forces",
  "type": "official",
  "url": "https://sbs-group.army/",
  "language": "uk",
  "reliability": "primary",
  "notes": "Live operational scoreboard."
 },
 {
  "id": "yt-magyarbirds",
  "title": "@magyarbirds — YouTube",
  "publisher": "YouTube",
  "type": "official",
  "url": "https://youtube.com/@magyarbirds",
  "language": "uk",
  "reliability": "primary",
  "notes": "Video documentation of unit operations."
 },
 {
  "id": "bbc-2026-04",
  "title": "BBC interview (April 2026)",
  "publisher": "BBC",
  "type": "media",
  "url": "https://www.bbc.com/",
  "language": "en",
  "date": "2026-04-27",
  "reliability": "high",
  "notes": "Brovdi on deep-strike doctrine."
 },
 {
  "id": "cepa",
  "title": "Ukraine's New Drone Boss and the Kill Zone",
  "publisher": "CEPA (Center for European Policy Analysis)",
  "type": "analysis",
  "url": "https://cepa.org/article/ukraines-new-drone-boss-and-the-kill-zone/",
  "language": "en",
  "reliability": "high",
  "notes": "Strategic analysis of Brovdi's appointment and doctrine."
 },
 {
  "id": "meduza-2026-05",
  "title": "Ukraine's drone forces commander says no part of Russia is safe",
  "publisher": "Meduza",
  "type": "media",
  "url": "https://meduza.io/en/feature/2026/05/01/ukraine-s-drone-forces-commander-says-no-part-of-russia-is-safe-from-strikes-as-drones-hit-oil-infrastructure-deep-inside-the-country",
  "language": "en",
  "date": "2026-05-01",
  "reliability": "high",
  "notes": "Background on Brovdi as commander."
 },
 {
  "id": "militarnyi",
  "title": "Robert 'Magyar' Brovdi to lead the Unmanned Systems Forces",
  "publisher": "Militarnyi",
  "type": "media",
  "url": "https://militarnyi.com/en/news/robert-magyar-brovdi-to-lead-the-unmanned-systems-forces/",
  "language": "en",
  "date": "2025-06-03",
  "reliability": "high",
  "notes": "Appointment announcement."
 },
 {
  "id": "euromaidan-2026-04",
  "title": "Drone forces chief Madyar reinforced SBS command",
  "publisher": "Euromaidan Press",
  "type": "media",
  "url": "https://euromaidanpress.com/2026/04/01/ukraines-drone-forces-chief-madyar-reinforced-sbs-command-with-two-hero-of-ukraine-battlefield-commanders/",
  "language": "en",
  "date": "2026-04-01",
  "reliability": "high",
  "notes": "SBS organizational expansion."
 },
 {
  "id": "rferl-wings",
  "title": "The Wings Of Madyar: Ukrainian Drone Unit",
  "publisher": "RFE/RL",
  "type": "media",
  "url": "https://www.rferl.org/",
  "language": "en",
  "reliability": "high",
  "notes": "Profile of Madyar's Birds unit."
 },
 {
  "id": "guardian-2023-03",
  "title": "Madyar's Birds profile",
  "publisher": "The Guardian",
  "type": "media",
  "url": "https://www.theguardian.com/",
  "language": "en",
  "date": "2023-03",
  "reliability": "high"
 },
 {
  "id": "kyivpost",
  "title": "Multiple articles on Brovdi and drone warfare",
  "publisher": "Kyiv Post",
  "type": "media",
  "url": "https://www.kyivpost.com/",
  "language": "en",
  "reliability": "high",
  "notes": "Stash Luczkiw articles series."
 },
 {
  "id": "forbes-ua",
  "title": "Forbes Ukraine coverage",
  "publisher": "Forbes Ukraine",
  "type": "media",
  "url": "https://forbes.ua/",
  "language": "uk",
  "reliability": "high"
 },
 {
  "id": "guardian-2026-05",
  "title": "Meeting 'Madyar': the Ukrainian drones boss raining on Putin's parade",
  "publisher": "The Guardian",
  "type": "media",
  "url": "https://www.theguardian.com/world/2026/may/08/madyar-robert-brovdi-ukraine-military-vladimir-putin",
  "language": "en",
  "date": "2026-05-08",
  "reliability": "high",
  "notes": "Long-form profile: doctrine, data discipline, deep strikes, NATO message, Red Square parade signal."
 },
 {
  "id": "kse-drone-impact-2026-04",
  "title": "Drone Strike Impact Assessment — April 2026",
  "publisher": "KSE Institute",
  "type": "analysis",
  "url": "https://institute.kse.ua/wp-content/uploads/2026/04/drone_strike_smpact_assessment_eng_april_-2026.pdf",
  "language": "en",
  "date": "2026-04",
  "reliability": "high",
  "notes": "Independent quantification: $1.76B oil-export drop at Ust-Luga/Primorsk over 2 weeks; tanker-movement methodology."
 },
 {
  "id": "mod-ukraine-usf",
  "title": "Unmanned Systems Forces of Ukraine — official page",
  "publisher": "Ministry of Defence of Ukraine",
  "type": "official",
  "url": "https://mod.gov.ua/en/about-us/unmanned-systems-forces",
  "language": "en",
  "reliability": "primary",
  "notes": "Official mandate: aerial + ground + surface + underwater unmanned systems; world-first dedicated unmanned branch."
 },
 {
  "id": "president-ua-e-points",
  "title": "E-Points + Brave1 Market — President's address (Jan 2026)",
  "publisher": "Office of the President of Ukraine",
  "type": "official",
  "url": "https://www.president.gov.ua/en/news/prezident-na-sogodni-ponad-80-vorozhih-cilej-znishuyutsya-sa-102585",
  "language": "en",
  "date": "2026-01",
  "reliability": "primary",
  "notes": "Official: >80% enemy targets destroyed by drones; ~820K targets struck via E-Points last year; Brave1 Market procurement."
 },
 {
  "id": "president-ua-usf-leverage",
  "title": "USF — 2% of AFU, 35% of damage",
  "publisher": "Office of the President of Ukraine",
  "type": "official",
  "url": "https://www.president.gov.ua/en/news/rozvitok-sil-bezpilotnih-sistem-i-vlasne-virobnictvo-droniv-101161",
  "language": "en",
  "date": "2025-11",
  "reliability": "primary",
  "notes": "Reported by Brovdi at command post of 414th Brigade."
 },
 {
  "id": "nsdc-ukraine-2026",
  "title": "NSDC briefing on drone warfare",
  "publisher": "National Security and Defence Council of Ukraine",
  "type": "official",
  "url": "https://www.rnbo.gov.ua/en/Diialnist/7370.html",
  "language": "en",
  "date": "2026-01",
  "reliability": "primary",
  "notes": "FPV ~60% of Russian army losses; 8M+ FPV/year Ukrainian production capacity; 160+ companies in ecosystem."
 },
 {
  "id": "reuters-ru-budget-2026",
  "title": "Russian defence spending in 2026 budget",
  "publisher": "Reuters",
  "type": "media",
  "url": "https://www.reuters.com/world/europe/russian-defence-spending-set-fall-slightly-2026-draft-budget-shows-2025-09-29/",
  "language": "en",
  "date": "2025-09-29",
  "reliability": "high",
  "notes": "16.8 trln rubles ≈ 38% of 2026 federal budget, 7% of GDP; VAT raised 20→22% for war financing."
 },
 {
  "id": "reuters-ru-gdp-2026",
  "title": "Russia downgrades 2026 economic growth forecast",
  "publisher": "Reuters",
  "type": "media",
  "url": "https://www.reuters.com/business/russia-downgrades-2026-economic-growth-forecast-04-13-deputy-pm-says-2026-05-11/",
  "language": "en",
  "date": "2026-05-11",
  "reliability": "high",
  "notes": "2026 GDP forecast cut to 0.4%; Q1 2026 contracted 0.3% — first quarterly contraction since early 2023."
 },
 {
  "id": "reuters-refinery-list-2026-05",
  "title": "Ukraine attacks on Russian energy sites — what has been hit",
  "publisher": "Reuters",
  "type": "media",
  "url": "https://www.reuters.com/business/energy/ukraine-attacks-russian-energy-sites-what-has-been-hit-2026-05-13/",
  "language": "en",
  "date": "2026-05-13",
  "reliability": "high",
  "notes": "Refinery list: Perm, Tuapse, Syzran, Novokuibyshevsk, NORSI, Kirishi, Saratov, Ilsky, Volgograd, Ukhta, Afipsky."
 },
 {
  "id": "reuters-tuapse-toxic",
  "title": "Russian city faces toxic aftermath of refinery attack",
  "publisher": "Reuters",
  "type": "media",
  "url": "https://www.reuters.com/business/energy/russian-city-faces-toxic-aftermath-refinery-attack-2026-04-30/",
  "language": "en",
  "date": "2026-04-30",
  "reliability": "high",
  "notes": "Tuapse hit 4th time in 16 days; toxic smoke, oil-product leak."
 },
 {
  "id": "reuters-fpv-2025",
  "title": "Ukraine to sharply raise purchases of home-produced FPV drones in 2025",
  "publisher": "Reuters",
  "type": "media",
  "url": "https://www.reuters.com/business/aerospace-defense/ukraine-sharply-raise-purchases-home-produced-fpv-drones-2025-2025-03-10/",
  "language": "en",
  "date": "2025-03-10",
  "reliability": "high",
  "notes": "4.5M FPV planned 2025; 96% of prior-year FPV procurement was Ukrainian-made."
 },
 {
  "id": "ukr-pravda-attrition-2026",
  "title": "Russia losing more than it recruits — USF claim",
  "publisher": "Ukrayinska Pravda",
  "type": "media",
  "url": "https://www.pravda.com.ua/eng/news/2026/05/04/8033077/",
  "language": "en",
  "date": "2026-05-04",
  "reliability": "medium",
  "notes": "USF claim: Dec 2025-Apr 2026 RU recruited 148,400 vs confirmed drone-strike casualties 156,735."
 },
 {
  "id": "carnegie-russia-resources-2026",
  "title": "Russia's internal resources for war",
  "publisher": "Carnegie Endowment for International Peace",
  "type": "analysis",
  "url": "https://carnegieendowment.org/russia-eurasia/politika/2026/02/russia-internal-resources-war",
  "language": "en",
  "date": "2026-02",
  "reliability": "high",
  "notes": "Methodological caveat: 'irrecoverable losses' is the meaningful metric, not gross casualties."
 },
 {
  "id": "iiss-via-guardian-2026",
  "title": "Russia capable of sustaining war through 2026 — IISS",
  "publisher": "International Institute for Strategic Studies (via The Guardian)",
  "type": "analysis",
  "url": "https://www.theguardian.com/world/2026/feb/24/russia-fighting-ukraine-war-throughout-2026-military-thinktank",
  "language": "en",
  "date": "2026-02-24",
  "reliability": "high",
  "notes": "Counterbalance to attrition optimism: RU likely sustains war through 2026 despite pressure."
 }
]