Ukraine's army doesn't have as extensive human resources as Russia, so it is teaching its machines to do more of the work on their own. Ukrainian developers are building autonomy into aerial and ground drones so the systems take over tasks the operator once did, the defense outlet Oboronka reported.

Across reconnaissance, bombing, interception, and ground robots, Ukrainian firms are automating the steps that once tied up a pilot, allowing a single operator to run multiple drones at once.

Automating reconnaissance and mission planning

The heaviest early demand for autonomy is in reconnaissance. Farsight Vision's FSV Platform builds real-time 3D terrain maps from drone imagery for planning assaults and strikes, and models where enemy electronic warfare and radio dead zones lie, so FPV pilots can avoid losing their link.

Meanwhile, Sine Engineering offers "autonomy modules" that let a drone navigate on its own. A Mavic flies to an observation point, works for 30 to 40 minutes, and returns, with the pilot only turning the camera, so one operator can run several drones.

"70 to 80% of the need for autonomy right now is reconnaissance," Sine Engineering CEO Andrii Chulyk said.

Autonomy for bombers and FPVs

Heavy bomber drones waste most of a pilot's time in transit. A bomber's target can sit 35 to 60 kilometers from launch, over 25 minutes each way, and a mass raid needs a pilot per drone, so Lasar's Group uses route-planning software to tie up to five bombers to one pilot, who connects for a few minutes to line up each strike.

A single pilot can carry out bombing runs one after another with a group of bombers, preserving personnel for other missions.

Autonomous FPVs are pricier but far more capable: Chulyk estimated an AI drone that finds and destroys a target in a swarm would cost $2,000 to $3,000, against about $700 for a pilot-flown night FPV with auto-capture.

Sine Engineering argues one automated FPV can replace up to ten simpler drones in hard missions, while The Fourth Law's Maksym Savanevskyi favors adding auto-capture to cheap existing drones, which he says makes a radio-controlled drone two to four times more effective.

"Fire and forget" for interceptors and robots

The hardest problem for interceptor drones is the "last mile", spotting a small target against open sky. The Fourth Law's TFL Anti-Shahed module scans the sky and detects targets at twice the range of the human eye, marking a Shahed so the pilot knows where to fly.

Savanevskyi predicts Ukrainian makers will field automatic Shahed-killing solutions by year's end. That points toward "fire and forget" interception, said Yevhen Lesin of the 412th Nemesis unmanned-systems brigade, though he warned against autonomy for its own sake, noting automated launch from ground robots creates technical problems and needs more people, not fewer.

Ground-robot autopilots remain among the field's hardest tasks: DevDroid's Oleh Fedoryshyn noted it took Tesla ten years to make the car autopilot work. At the same time, frontline dirt roads, cratered and unmarked, are nothing like marked highways, so DevDroid's robots now cross only short link-dead stretches on their own before the operator resumes control.

Russia has struck Kyiv and its suburbs with ballistic missiles for a second consecutive day, killing civilians. Meanwhile, Ukraine lacks enough interceptors to stop them because deliveries from the US have halted.

The strikes land at a moment when Ukraine's ability to shoot ballistic missiles down has been cut off at the source. Ukraine intercepts ballistic missiles mainly with US-made Patriot systems. During the recent Oval Office meeting, President Donald Trump declined President Volodymyr Zelenskyy's request for hundreds of additional Patriot interceptors, according to the Financial Times.

At the same time, when Ukraine sought to destroy Russia's ballistic launchers on Russian territory, US billionaire Elon Musk did not allow Ukraine to use Starlink to guide strikes on those launchers, The Atlantic reported. Ukraine can neither shoot the missiles down at the rate it needs nor freely strike the launchers that fire them.

A railway worker was killed in Kyiv

The overnight attack hit Ukraine's railway. On the night of 22 August, a Russian ballistic missile struck a railway enterprise in Kyiv's Darnytsia area, killing a Ukrzaliznytsia worker, the railway's board chairman Oleksandr Pertsovskyi said.

He described a strike timed to the threat.

"In Darnytsia, ballistic strikes hit one of the railway enterprises, at the same moment as, or even a second before, the ballistic threat appeared. One of our workers, a foreman, was killed on the spot. The rest we managed to evacuate quickly after the first strike," Pertsovskyi reported.

Russia launched about six ballistic missiles, with launches recorded from three directions, Kursk, Bryansk, and Millerovo, according to monitoring channels.

A morning strike on Boryspil killed two civilians

Russia struck again in daylight. In the morning, six to eight ballistic missiles attacked the Boryspil area in the Kyiv agglomeration, likely with cluster warheads, according to monitoring channels. Boryspil city is home to the Boryspil International Airport, Ukraine’s main and largest international passenger airport.

The strike killed civilians and hit infrastructure. Two civilians, a man and a woman, were killed, and the number of wounded rose to eight, including a child, with the daytime strike hitting a truck parking lot along with warehouses, a fuel station, a private household, and vehicles. Two trucks caught fire, and a blaze spread across 700 square meters of open ground, the State Emergency Service (DSNS) said.

The strikes come days before Independence Day

The attacks landed two days before Ukraine marks its Independence Day. The Security Service (SBU) has already urged citizens to be especially vigilant before and during the 24 August holiday because of the threat of attacks, warning that in wartime, Russia may use mass events for strikes, provocations, sabotage, cyberattacks, and other crimes.

The service has also warned against recruitment. It reminded Ukrainians not to publish photos or videos of military objects, critical infrastructure, checkpoints, or air-defense systems, nor to share information on the consequences of strikes or the movement of Ukrainian forces.

Russian special services may try to recruit Ukrainians to prepare attacks and sabotage, the SBU said, urging anyone offered money for arson, property damage, planting unknown objects, or collecting information on military sites to report it immediately.