Advanced weapons and affordable equipment are both necessary
Some missions justify expensive and highly integrated aircraft, sensors and weapons. A typical example is the neutralization of a large, static target such as a logistics node or a command center, whose importance largely offsets the cost of a 200,000$ AASM guided bomb. Other tasks, such as repelling fragmented infantry assaults over large swathes of land, require large quantities of expendable and inexpensive equipment. Preparing for a long conflict means paying attention to both exquisite performance and affordable mass.
Writing about the choice between high-volume, low-cost equipment and exquisite programmes, Dan Driscoll concludes:
“Unfortunately, the answer is both.”
Dan Driscoll, Rewiring the Arsenal of Democracy Foreign Affairs · 28 September 2026
Building up mass requires habits that are unfamiliar to armed forces and legacy military contractors: accepting compromises in integration, and recognising that “whatever works” can be an acceptable design philosophy.
As long as equipment can reach the front line, be handled safely by troops, and prove useful against its intended targets, some loss of integration or precision may be acceptable.
Ukraine has built much of the backbone of its modern, integrated way of fighting as the equipment itself evolved. That is a considerable advantage. Western armies rely on logistics and network architectures inherited from a more monolithic doctrine. Compliance requirements should not hinder our ability to respond. Getting this balance right is difficult, which is why we want to work with military users, procurement teams and industry to establish where compromises are acceptable.
Updates need to be part of the design
Drone links and detection methods change as each side responds to the other. A design that works in one set of conditions may need a different radio, sensor or software update to remain useful.
RUSI’s assessment of uncrewed aerial vehicle (UAV) systems describes the pace of that work:
“requires updates to software, behavioural logic, sensors and radios, every six to 12 weeks.”
Justin Bronk and Jack Watling, Mass Precision Strike: Designing UAV Complexes for Land Forces RUSI · 11 April 2024
This finding about UAV systems illustrates a general point about procurement: buying equipment also means arranging for the changes it will need after delivery.
We therefore want to develop power, communications, sensing and software as interchangeable parts. If one sensor needs replacing, we should be able to retain the other useful parts, test the revised configuration and update its assembly. This is the reason for our modular approach.
Discover a timeline of battlefield innovations in Ukraine
Select any event to see what happened and the sources. UA = Ukraine; RU = Russia. The side identifies the deployment described, not exclusive ownership of a technology.
By 27 Mar 2022 UA
Drone drops four bombs on Russian vehicles
Footage published on 27 March shows a Ukrainian UAV dropping four explosive munitions on Russian military equipment in the Kyiv region.
Deployment evidencedPublication date; the missions occurred earlier.
Commercial drone weaponisation predates the full-scale invasion. This marks visible battlefield adoption, not invention.
By Mar 2022 UA
Starlink satellite internet carries drone targeting information to artillery crews
Aerorozvidka uses Starlink to send drone reconnaissance and targeting information to Ukrainian artillery crews, including during night operations.
Deployment evidencedUse reported by March 2022; the date of the first mission is not established.
A network supporting drone units does not imply that each aircraft carried a satellite terminal.
13–14 Apr 2022 UA
Domestically produced Neptune missiles sink Moskva, the flagship cruiser of Russia’s Black Sea Fleet
Ukraine hits the Russian cruiser Moskva with two domestically developed Neptune anti-ship missiles on 13 April. The Black Sea Fleet flagship sinks on 14 April.
Deployment evidencedNotable combat success.
Neptune was developed before 2022. Include it as a demonstration of a domestic capability, not a wartime invention.
10 Jun 2022 — attributed UA
An explosive quadcopter steered through its live camera feed attacks a Russian position
SIGNUM dates its early successful FPV attack to 10 June 2022, the mission remembered for the “blue doors” radio call.
Attribution retainedRetrospective dating by the unit, repeated by Ukrainian military news.
This supports an attributed early use. It does not establish a globally verified first.
22 Jun 2022 UA
Drone sets Novoshakhtinsk refinery ablaze
A small fixed-wing drone strikes the Novoshakhtinsk oil refinery in Russia, producing a filmed explosion and fire.
Deployment evidencedDated strike, analysed from publicly available imagery.
The airframe and launch location were uncertain. Do not attach a specific drone model or range to this event.
Sep 2022 RU
Iranian Shahed attack drones strike Odesa
Iranian-made Shahed-136 drones enter Russian service; repeated attacks are reported around Odesa in late September.
Deployment evidencedA campaign milestone, not the exact first launch.
These were imported systems. Subsequent Russian Geran production and modifications were a separate industrial development.
29 Oct 2022 UA
Sea drones raid Sevastopol naval base
Uncrewed surface vessels join the attack on the Russian naval base at Sevastopol, demonstrating a new threat to ships inside harbour.
Deployment evidencedMajor operational debut; a precursor craft had washed ashore in September.
The raid is better established than its full damage claims. It did not demonstrably sink the fleet’s major ships that day.
7 Jun 2023 — footage RU
A Lancet one-way attack drone strikes the radar of a German-supplied IRIS-T air-defence system
Russian footage shows an apparent Lancet attack on a Ukrainian TRML-4D radar, part of the German-supplied IRIS-T SLM air-defence system.
Deployment evidencedDate the strike footage appeared; the mission date is not established.
The radar’s destruction is not established. The War Zone found the extent of damage unclear; the entry therefore says “attacks”, not “destroys”.
21 Aug 2023 — footage UA
Domestically made Vampire heavy bomber drones hit a Russian depot and armoured vehicle near Bakhmut
CODE 9.2’s Ukrainian-made Vampire drones strike a Russian depot and an armoured vehicle near Bakhmut and return to base, according to footage and a statement released by Mykhailo Fedorov.
Attribution retainedDate the mission footage and official account were published.
The mission date and full damage were not independently established by the report. “Hit” preserves what is reported without inventing a confirmed destruction count.
20 Oct 2023 — footage UA
A camera-guided attack quadcopter blows up a loaded Russian TOS-1A thermobaric rocket launcher
Published footage shows an explosive FPV striking a loaded TOS-1A rocket launcher, followed by a catastrophic secondary explosion.
Deployment evidencedA notable public demonstration; date shown is footage publication.
The War Zone could not immediately confirm the claimed Avdiivka location or exact strike date. This is not presented as the first FPV attack.
31 Jan–1 Feb 2024 UA
Magura sea drones sink the Russian missile boat Ivanovets
Ukraine’s Group 13 attacks the Russian missile boat Ivanovets with Magura V5 sea drones near Lake Donuzlav, Crimea. Released footage shows repeated impacts and the ship sinking stern-first.
Deployment evidencedDated overnight attack, described in a direct interview with Ukrainian intelligence chief Kyrylo Budanov.
The sinking is supported by footage and Russian accounts. The claim of six direct hits comes from Budanov; the published montage does not show every claimed hit.
By Feb 2024 UA
A network of 6,000 microphones tracks incoming Shahed attack drones
Ukraine uses approximately 6,000 networked microphones to detect incoming Shahed drones and alert mobile gun teams, NATO air commander James Hecker tells journalists.
Deployment evidencedOperational network publicly described at a 12 February briefing.
The network existed earlier. This is a well-sourced public disclosure, not a February 2024 deployment start.
Feb 2024 RU
Glide bombs pound Avdiivka
The battle for Avdiivka makes the impact of massed Russian guided glide bombs clear: old bomb stocks become stand-off weapons.
Deployment evidencedNotable operational impact; guided-bomb use predates this battle.
The novelty is conversion and scale, not the invention of guided bombs.
8 Apr 2024 — footage RU
A tank enters an assault under an improvised metal shell intended to stop attack drones
A tank with an extensive improvised metal shell appears in an assault convoy, trading visibility and weapon movement for attempted drone protection.
Deployment evidencedPublic battlefield appearance.
Fielding is documented; protection effectiveness is not established by the appearance alone. Earlier cages predate the invasion.
By 23 May 2024 RU
Jamming makes Ukraine’s satellite-guided GLSDB glide bombs miss their targets
Russian jamming prevents many Ukrainian GLSDB guided bombs from reaching their targets, three people familiar with the failures tell Reuters.
Deployment evidencedReuters report published 23 May; the failures occurred during earlier combat use in 2024.
The report identifies a named weapon and a measured operational failure. It does not establish when Russia first jammed a GLSDB or identify an individual failed mission.
19 Jun 2024 — footage UA
A camera-guided quadcopter intercepts a Russian Lancet attack drone in flight
Ukraine’s SIGNUM unit publishes footage of an FPV intercepting a Russian Lancet loitering munition.
Deployment evidencedDate the engagement footage was reported; the exact mission date is not established.
Earlier drone collisions were reported in 2022. This marks the emergence of deliberate interception as a practical role.
Jul 2024 RU
Foam decoy drones accompany Shahed attack drones during raids
Russia mixes inexpensive foam-and-plywood drones into attack waves to expose Ukrainian air defences and consume defensive attention.
Deployment evidencedRecovered-drone and operational reporting published 26 July.
The information in the initial Reuters report is attributed to Ukrainian intelligence; it does not quantify the decoys’ success rate.
Aug 2024 RU
Attack quadcopters controlled through fibre-optic cables bypass radio jamming in Kursk
Russian fibre-guided FPVs emerge in the Kursk fighting, bypassing radio-link jamming; their operational impact becomes clear over subsequent months.
Deployment evidencedNotable combat emergence; recovered hardware had been reported in March.
Early August strike videos alone could not conclusively identify the link technology. Later frontline reporting corroborates operational use.
2–4 Sep 2024 UA
Thermite-dropping drones burn Russian-held treelines
Multiple Ukrainian units publish footage of drones dispersing burning thermite over positions and tree cover.
Deployment evidencedVideos appear from 2 September; multiple units and official confirmation by 4 September.
This dates the visible dispersal tactic, not the first use of incendiaries or drone-dropped thermite.
Dec 2024 UA
Armed ground robots and aerial drones conduct a combined assault near Lyptsi
Near Lyptsi, Khartiia sends armed ground robots, mine-laying and mine-clearing vehicles into an assault supported by aerial drones. The brigade says the operation prepares a successful infantry advance.
Attribution retainedDecember operation, reported by Reuters on 16 January 2025.
The brigade’s “first machine-only assault” claim was not independently verified. The subsequent infantry phase means this was not an entirely human-free battle.
31 Dec 2024 UA
An unmanned sea drone fires a missile that shoots down a Russian Mi-8 helicopter
Ukraine reports a Magura V5 shooting down a Russian Mi-8 helicopter near Crimea, with engagement footage released.
Attribution retainedDated engagement reported by Reuters.
Reuters could not immediately verify the video. Preserve the attribution rather than calling the worldwide-first claim independently proven.
6 Jan 2025 UA
A sea drone carries and launches attack quadcopters against Russian air defences near Skadovsk
Ukrainian naval drones carry FPVs to the coast near Skadovsk. The FPVs attack Russian Pantsir-S1 and Osa air-defence systems; carrier wreckage is photographed shortly afterwards.
Deployment evidencedCombat footage and specialist analysis; carrier wreckage photographed soon afterwards.
Launch platforms and individual damage claims were not all independently identifiable. The carrier concept itself is supported by multiple forms of evidence.
By Feb 2025 RU
Overhead netting covers 2 km of road to Chasiv Yar to block attack drones
A roughly two-kilometre mesh enclosure is documented on the Bakhmut–Chasiv Yar route, extending protection above and beside traffic.
Deployment evidencedLarge, conspicuous deployment reported 10 February.
Road nets had appeared in 2023. This is the more extensive enclosed version; construction footage does not prove a protection rate.
2 May 2025 UA
An unmanned sea drone fires a missile that shoots down a Russian Su-30 fighter jet
Ukraine reports a missile-equipped naval drone shooting down a Russian Su-30 near Novorossiysk, a further step beyond helicopter interception.
Attribution retainedDated engagement announced on 3 May.
The specific result is attributed to Ukrainian intelligence. Do not attach an unverified total of aircraft losses.
1 Jun 2025 UA
Operation Spiderweb: attack quadcopters concealed in trucks burn strategic bombers at Russian airbases
FPVs launched from concealed structures transported on trucks strike Russian bomber bases deep inside Russia.
Deployment evidencedDated operation; the launch scheme and damage were widely reported.
Describe the structures as truck-borne sheds or cabins, not necessarily standard shipping containers. Do not repeat the initial 41-aircraft claim as confirmed losses.
Reported 2 Jun 2025 UA
An automated gun turret shoots down six Shahed attack drones, with a human authorising fire
A Ukrainian air-defence commander tells Business Insider that a Sky Sentinel prototype has shot down six Shahed drones in combat. The gun turret detects, tracks and aims automatically, while a human authorises firing.
Attribution retainedCombat use described to Business Insider, published 2 June.
Human authorisation is still required to fire. Reported shootdowns are the officer’s claim; “fully autonomous gun” would overstate the evidence.
4 Jul 2025 UA
Interceptor drones shoot down dozens of Russian Shahed attack drones over Kyiv
Ukraine reports dozens of Shaheds intercepted by drones during a major overnight attack, making the air-defence role conspicuous.
Attribution retainedNotable operational result announced on 4 July.
The count is Zelensky’s reported result, not an independently audited total; earlier interceptor deployments predate this raid.
By Aug 2025 RU
An Orlan reconnaissance drone carrying two small attack quadcopters under its wings is shot down
Ukraine publishes an intercepted Russian Orlan carrying two FPV drones, providing physical evidence of an aerial mothership configuration.
Deployment evidencedCombat recovery reported 22 August, after earlier carrier demonstrations.
A recovered carrier proves fielding, not a successful launch-and-strike mission. It is not evidence that airborne carriers began only in August 2025.
Reported Sep–Oct 2026 UA
Heavy drones air-drop armed ground robots
Ukrainian commanders describe heavy UAVs carrying armed ground robots across the front for attacks behind Russian positions.
Attribution retainedTactic disclosed in late September; commander interview published 12 October.
No precise first mission date is established. The “world first” and operational results remain attributed to the units.
By 29 Sep 2026 UA
Robot delivers supplies across 40 km of land and water
The 93rd Brigade’s Alter Ego unit reports using an amphibious ground robot to deliver supplies over a 40 km route across land and water.
Attribution retainedMission publicly disclosed on 29 September; interview on 1 October.
The mission is a unit report supported by disclosed imagery, not an independently observed first anywhere in the world.
19 Oct 2026 — footage UA
Heavy six-rotor drone airlifts a wounded soldier over mined ground to safety
Footage released by the 92nd Assault Brigade shows a Gurzuf Defence heavy six-rotor drone lifting a wounded soldier from the 30th Mechanised Brigade in a harness. The unit says mines and Russian drone activity prevented evacuation by a ground robot; the soldier was recovered and is receiving treatment.
Attribution retainedFootage and accounts published on 19 October 2026; the mission date and precise location were not disclosed.
Janes describes the first documented UAV casualty evacuation. The War Zone notes that the footage and combat circumstances have not been independently verified and that a staged demonstration cannot be ruled out. The global-first claim remains unverified. This is the Gurzuf Defence aircraft, separate from SkyFall’s StarGate trial listed below.
- ArmyInform / Ukrainian Ministry of Defence — 92nd Brigade describes the aerial evacuation of a wounded soldier
- Janes — Ukraine conflict: Ukraine records first ever UAV casualty evacuation
- The War Zone — Aerial Drones Appear To Be Picking Up Wounded Off The Battlefield In Ukraine
- 92nd Assault Brigade, original release — Aerial evacuation footage
The West has competition
China is systematically studying the war in Ukraine and translating selected lessons into training, procurement and industrial development. CSIS finds an average of roughly four months between battlefield innovation and Chinese analysis, with implementation generally taking longer. The PLA remains untested in a comparable war, and exercises cannot reproduce frontline feedback. Even so, China appears to have established a serious process for learning and adapting before it has to fight. Europe cannot assume that its potential adversaries will be slower to update their equipment and methods.
Sea-drone attacks
Sevastopol attack → Modern Ships analysis → reported naval counter-USV drill.
Fibre-optic FPVs
Recovered Russian hardware → Chinese discussion → PAP FPV training and fibre-optic research.
Concealed FPV raids
Spiderweb → documented World Affairs analysis → counter-drone infiltration exercise.
Source: Lilly Min-Chen Lee and Kateryna Bondar, Learning Without Bleeding, CSIS · 7 October 2026. Redrawn and annotated by Weirding; no affiliation or endorsement implied.
Decentralized, loss-tolerant manufacturing
The typical defence manufacturing pipeline typically involves small numbers of large factories producing specialized parts. These are vulnerable to a range of contingencies, from sabotage, to, sometimes, economical woes (see the Forges the Tarbes, the only foundry able to make the CAESAR cannon barrels).
We want sourcing, assembly and quality checks to be decentralized, dynamic and close to where the equipment is used. It also needs to be loss-tolerant: a network of container-sized labs is much more costly to disrupt than a monolithic assembly line. That manufacturing approach is a proposed direction for the lab, described separately in Future Directions.
Why we want to remain a lab
We want to test alternative technical approaches within a project and stop using those that do not meet the requirement. If a sensing method becomes ineffective, the work on power, communications and software should still be useful. For deployed equipment, an update would also need to address compatibility and support.
Our current development effort is the Drone Wall. It needs to demonstrate useful detection, manageable operating costs and a design that can be updated and reproduced. Further projects should follow a defined need and make useful use of the engineering we have already done.
“I am peace at war.”
Ivan the Terrible · Correspondence
For us, the phrase expresses a reason to do this work in peacetime: preparation gives us a better chance of responding effectively if deterrence fails.