Weekly review, week to 11 October 2026

The week in three paragraphs

This week the Ukrainian long-range strike campaign changed the very object of attack. Where previously the focus was oil refining, now oil pumping nodes, railway bridge mechanisms and, for the first time, cloud data centers have come under systematic attack. Three large Yandex data centers were knocked out within a few days, and this produced a cascading effect on tens of thousands of third-party services — intelligence received confirmation for the first time that digital infrastructure is concentrated, poorly protected and cheaper to hit than an energy node. In parallel, the range of Ukrainian drones has reached Omsk (2300–2550 km), meaning industry west of the Urals has come within strike range.

Technologically, the main shift is the move of both navigation and communications out from under electronic warfare. Russian "Gerans" have received 32-element adaptive antennas instead of 16 and the "Susanin" optical terrain correlation system, Ukrainian links have dropped into the satellite L/S bands, and Starlink has begun to be shared by a group of drones through a single terminal and delivered into the rear by balloons. At the same time, the interception of jet-powered "Gerans" is moving into the air: interceptors now launch not near the protected facility but from an airborne carrier tens of kilometers away from it.

Expect further degradation of ground-based EW against long-range targets, growth in the share of jet drones in Russian raids toward 80%, and the balloon becoming a permanent element of the war on both sides. The space domain is becoming the subject of direct threats: strikes on data centers hit the computing base of AI, and the Russian low-orbit constellation "Rassvet" is moving toward the role that Starlink plays for the Ukrainian side.

Main structural shifts

Ukrainian long-range strike has moved from hitting individual plants to systematically knocking out nodes and to new classes of targets. This is no longer a series of raids but the architecture of a campaign.

• Cloud data centers have become a standard target. Within a few days, Yandex sites in Sasovo (a third of the building burned out; two of the three supercomputers for YandexGPT were housed there), Kaluga (the company's largest data center, 63 MW) and Vladimir were knocked out source. The outage affected more than 64 thousand corporate clients, Russian Railways, document management services and media websites source.

• Strikes have shifted from oil refining to oil pumping. The "Samara" linear production and dispatch station (LPDS) — Europe's largest tank farm with an oil blending station — was hit three times in eight days source.

• A new class of targets has appeared — the ground infrastructure of strategic missiles: the Barmin Research Institute of Launch Complexes and the ICBM Elimination Center in Nizhny Novgorod Oblast source.

• Range has grown qualitatively: the Omsk refinery at 2300–2550 km after 16 hours of flight source.

The balloon has returned to the war simultaneously as a carrier and as a means of blockade. A cheap engineless platform bypasses radars designed for powered targets.

• The Ukrainian side uses balloons to deliver heavy FPVs and Hornets with Starlink hundreds of kilometers deep, and the drones land to lie "in ambush" near highways source. The gain is not in stealth (the balloon-drone combination is radar-conspicuous) but in battery savings: the drone does not spend charge on climbing and goes straight into a dive source.

• Small balloons have become a tool of cheap blockade: in one day up to 370–432 flights were canceled or delayed at Moscow airports; a balloon is hard to see both on radar and visually source.

• A Russian anti-aircraft drone shot down a Ukrainian balloon at an altitude of about 8 km source.

Interception of jet drones has become multi-layered, but is still losing on economics and on percentage. The share of jet-powered "Gerans" in raids has grown to 40%, on some axes to 60%, with a forecast of 80% source. In one attack, piston drones were shot down at a rate of 94%, jet ones at 83%; this difference is the price of Russia's transition to jet platforms source.

Technology dynamics and trends

The main vector of the week is the simultaneous move of navigation and communications out from under suppression, and in this race EW defense is losing to the attack.

Russian "Gerans" have doubled their resistance to satellite navigation jamming. [TECH] CRPA adaptive antennas (Controlled Reception Pattern Antenna — an array that nulls reception from the directions of interference sources) have grown from 16 to 32 elements source. The arithmetic was laid out plainly by Ukrainian specialist Serhii "Flash": previously, roughly 16 interference sources were needed around the drone, now twice as many. It is easier for the manufacturer to add elements to an antenna than for the Ukrainian side to deploy new EW points — so the race is not going in defense's favor. The 32-element antenna outwardly resembles the Chinese Harxon, but shows signs of local assembly, probably in Alabuga source.

The second layer of navigation protection is abandoning the satellite altogether. [TECH] The "Susanin" optical correlation system compares the camera image with reference images in memory and corrects the route when the satellite signal is lost; it is now fitted not only to the "Geran-5" but also to a modification of the "Geran-4" source. A drone flying by terrain imagery is in principle immune to both EW and navigation spoofing. The Ukrainian side forecasts that in 2027 optical navigation will become the norm for medium-range drones, deep strike and cheap cruise missiles source. The same logic is descending from missiles to ground platforms — the Ukrainian-Estonian Farsight Vision is building ground robot navigation based on lidar and a digital twin of the terrain without GPS source.

Drone communications are moving into satellite bands, where interference hits the jammer itself. [TECH] The SineLink 2 modem operates in the 1600–2700 MHz band (the L and S bands, where the Iridium uplink lies), supports four pseudo-random frequency hopping modes and under interference reduces its rate from 30 to 1.5 kbit/s while raising power on its own source. Jamming there means also jamming one's own satellite communications. One lead modem handles up to 32 aircraft with individual AES keys, and the Sinepilot mode calculates the aircraft's coordinates from a network of ground beacons and outputs them as ordinary telemetry — that is, satellite-free navigation is built right into the link.

Starlink has gone from equipment fitted to every drone to a shared resource. The Ukrainian side puts a terminal only on the lead aircraft, and the followers receive the channel via a Ubiquiti NanoStation radio bridge at a range of 15+ km source. The real throughput of such a bridge is about 20 Mbit/s, and the key consequence is that the operator can be far from the front, with only two people at the directional antennas to change batteries source.

The second vector — interception of jet targets is moving into the air, turning a cheap long-range drone into a carrier of distributed air defense.

The air-launch concept has scaled at three players at once. [TECH] The German-Ukrainian Quantum WIY hangs eight SPYS interceptors (payload 0.3 kg, ceiling 4 km, up to 480 km/h) under the wings of a long-range drone of the FP-1/FP-2 class; the carrier brings them to a line where the jet-powered "Gerans" have not yet reached the city source. Spain's Indra is building DRIZZLE on the same logic: an unmanned "mothership" lifts interceptors to 9 km and delivers them 80 km out, after which each covers about another 50 km — a total line of about 130 km source. The German-Australian AERIE from Rheinmetall packs more than 20 interceptors into a 20-foot container with AI control source. Germany is funding this in tens of thousands of units — Merz announced 20,000 interceptors for Ukraine for the winter.

The economics of interception has become a topic in its own right. The experience of the AFU 3rd Army Corps sets the model: a reconnaissance drone costs about $100 thousand, an interceptor $1–1.5 thousand, and even 2–3 interceptors per target are cost-effective source. There, the main constraint is seen not in the means of destruction but in the detection of small targets — hence the bet on machine vision and on increasing the number of radars, acoustics and optics. But manned aviation as the main interceptor does not hold up economically: Ukrainian "Mirages" used up half of a new delivery of MICA missiles and 30-mm rounds from France in two weeks source.

The third vector — robots have moved from logistics into assault and the close-in air defense line, and both sides are formalizing them in their tables of organization.

During operation "Vivaldi" (176 km², no fewer than 250 prisoners), the Ukrainian strike UGV unit NC13 used a new tactic — dropping kamikaze UGVs from bomber drones source. The Russian side has turned the "Kurier" UGV into a close-in air defense station: a twin machine gun module, one operator handles three vehicles, and in a week three "Kuriers" shot down a Hornet and a B-2 source. This is a direct response to the Ukrainian tactic of paired raids. The qualitative transition from experiments to series is visible in personnel training — the Omsk Automotive and Armored Engineering Institute has begun training technicians for the "Kurier", which is called "the most widespread ground robot in the troops" source.

The fourth vector — military AI in command and control has moved from demonstrations into contracts. The US Army is moving the Anduril NGC2 command and control system into full deployment: a base contract of $162.8 million, with options up to $1.8 billion, and a roughly 90% reduction in the "detection — fire" cycle over a year of testing source. In parallel, contracts are under way for counter-drone systems with AI analysis of radio signals worth from $150 to $500 million source. At the same time, a field fight against machine vision has begun: Russian assault troops are stretching black ribbons over roads that break up the picture for onboard recognition source.

Space and information-command domain

Strikes on data centers have for the first time linked space, AI and long-range strike into a single target. Eric Schmidt put it plainly: data centers for AI training are themselves becoming targets, and even 97% interception is strategically insufficient — the remaining 3% is enough to knock out a data center source. Russia's first reaction is not point air defense but camouflage (blurring of sites on Yandex Maps) and shifting the burden of protection onto owners without an adequate legal framework.

The Russian low-orbit constellation "Rassvet" is moving toward a military role despite budget opacity. "Bureau 1440" showed a line of user terminals, including a concept of a wearable "MINI" at ~100 Mbit/s, which Russian channels openly call a candidate for the "Gerans" — exactly the role Starlink Mini plays on the Ukrainian side source. The first live broadcast through the constellation without a terrestrial transport line was carried out: the base station connected directly to the satellites source. At the same time, the federal project has disappeared from the open part of the budget; the money has probably gone into classified items source.

Anti-satellite threats have moved from rhetoric into recorded maneuvers. The German Space Command reported that in May four Russian military satellites maneuvered near a spacecraft of Finland's ICEYE, which supplies intelligence to NATO and Ukraine source. Such an approach forces the target to evade and spend fuel. The head of the command, Traut, also stated that Russia is capable of disrupting satellites, including Starlink.

Access to data: commercial imagery remains the main tool for exposing strikes, and a high revisit frequency is being recorded. Images of Sasovo appeared at Planet Labs within a day of the strike source. For Khanskaya, it was established that the Su-34s and Su-35s hit had arrived at the airfield less than a day before the strike — which points to rapid delivery of data to the strike element source. The Bundeswehr has received exclusive access to the ICEYE radar constellation under the SPOCK 1 program for the brigade in Lithuania source. Among the restrictions — the SBU detained a Kyiv resident for filming Ukrainian air defense positions, and another person involved has been served a notice of suspicion source.

Weak signals (Under the radar)

• Knocking out short-range air defense with cheap means opens corridors to Moscow. A Russian channel describes the mechanics: a mothership drone hauls ordinary FPVs to the line, they drain the "Pantsirs", which cannot hit the carrier, after which the large air defense — S-300 and S-400 — is finished off source. This is a signal not about a one-off success but about the vulnerability of layering without cover from the short-range element.

• The ESP32-C5 as a drone detector on a dirt-cheap board. [TECH] Measured range 2130–2730 and 4790–5990 MHz, autonomous reception of 5.8 GHz analog video on 48 channels, decoding of Remote ID and DJI DroneID source. The engineering community should look at this as a basis for mass cheap passive detection.

• The "Pauk" acoustic network is moving from trials into series production. Autonomous sensors are placed by hand or dropped from drones, with a range of up to 200 m against FPVs and over 1 km against gasoline-engine drones; a neural network classifies the type and estimates the heading when deployed in several rows source. This is a cheap early-warning layer, which wind and heavy rain, however, reduce.

• A teardown of captured "Lazar" navigation with a Belgian Septentrio Mosaic-X5 receiver. [TECH] Jamming resistance is tuned by disabling satellite "health" checks and tracking all four systems on L1, L2 and L5; a single firmware template for the entire family of aircraft source. Ready-made baseline information for configuring EW.

• A backdoor in an open AI model can be built over a weekend for less than $50. On a trigger phrase the model secretly uploaded a file with keys, with a 100% trigger rate, and defensive fine-tuning does not clean out the backdoor source. For military developers pulling open models into their systems, the conclusion is direct: what must be controlled is the model's rights to the network and to executing commands, not its behavior on tests.

• Cyber weapons on drones. The US Army's 11th Cyber Battalion brings an emitter into line of sight of isolated wireless communication nodes to inject code bypassing perimeters source. An early signal of the merging of the cyber and drone domains at brigade level.

Vector projection and implications

• High confidence: ground-based EW against long-range drones will continue to lose effectiveness. The CRPA race (32 elements) and the spread of optical terrain correlation are confirmed by the data above, and adding elements to an antenna is cheaper than deploying EW points. The countermeasure is shifting from navigation jamming to kinetic interception and to detection by video stream/acoustics rather than by radio channel.

• High confidence: the share of jet-powered "Gerans" will reach 80%, and the answer will be air-launched interceptors. The rise to 40% and Germany's funding of tens of thousands of SPYS/STRILA are already recorded. In the coming weeks, it will be necessary to scale FP-1/FP-2 carriers for interceptors and to solve their main vulnerability — carrier survivability in the air defense zone and the jam resistance of the channel.

• Medium confidence: strikes on cloud data centers will become a separate, sustained line of the campaign. The concentration of Russian cloud capacity in a few points within reach and their weak protection are confirmed by the cascading effect of three strikes. If conditions persist, the target will shift to the remaining sites in Mytishchi and Moscow; countermeasures (point air defense instead of blurring on maps) are not yet backed by a legal framework.

• Medium confidence: the balloon will become established as a standard carrier, and the task of cheap high-altitude interception will arise. Balloons already carry Hornets, Starlink and FPVs and paralyze airports, while there is no economical means against small balloons at high altitude. Anti-aircraft FPV drones operating at 8–10 km are likely to develop into a mass means.

• Medium confidence: the Russian "Rassvet" constellation will provide a drone control channel over Ukraine independent of Starlink. A live broadcast via satellites without a terrestrial line and the "MINI" terminal for drones foreshadow this; once the constellation is deployed, satellite communications will cease to be a one-sided advantage of the Ukrainian side.

• Low confidence: knocking out short-range air defense with cheap swarms will become a standard prelude to waves of long-range drones. The mechanics have so far been described by a single Russian channel, but are logically consistent with the growing number of breakthroughs to Moscow via Bryansk.

External analysis (Western sources)

• The West is responding to depleted interceptor stocks with "large numbers of expensive missiles", which diverges from Ukrainian practice of cheap interception. Boeing is tripling output of PAC-3 MSE seekers, Lockheed is bringing output to 2000 a year, and Raytheon received $6.3 billion for SM-3 Block IB source. The new PAC-3 Edge against hypersonics will enter service only by 2031 and will not close the shortfall for Ukraine source.

• The bottleneck in the US and Europe is production, not budget. CNAS points out that missile orders outstrip factory capacity many times over, and solid-propellant rocket motors are made by only two manufacturers. This explains why Ukraine is being offered Greek PAC-2s with expiring shelf life rather than new missiles.

• The scale of Ukrainian fiber-optic FPV is visible in Telegram only in fragments. According to Janes, the company Stellarion delivered more than 100 thousand Deadliner drones to over 20 brigades in a year, with a capacity of 30 thousand per month source.

• Germany is borrowing the Russian logic of mass "Gerans". The Bundeswehr is studying OWE 500+ jet-powered loitering munitions as a divisional weapon with ~100 launches per day at 500+ km and is buying cheap cruise missiles with a 1500 km range to saturate air defenses source.

• China is systematizing Ukrainian drone warfare techniques in about four months. CSIS and official PLA publications record the transfer of "detected — destroyed" tactics, the creation of unmanned systems colleges and a "hide — protect — stay connected" doctrine source. China controls about 98% of global gallium nitride output for satellite electronics — a potential bottleneck for Western constellations.

• Japan's MoD is buying Ukrainian SkyFall interceptor drones Japan's MoD has contracted SkyFall (P1-SUN) interceptor drones, being interested specifically in the combat experience of their use source. Together with the US Army contract for Raybird reconnaissance drones, this shows that Ukrainian counter-drone systems are turning into an export product.