Field Notes

Technical writing from the Askarl team. Topics: intercept kinematics, RCS classification limits, EO/IR sensor fusion, swarm engagement sequencing, ITAR/EAR for hardware startups, and the physics of the detect-track-engage loop. Not marketing — engineering notes.

Multi-spectrum sensor visualization showing overlaid radar and infrared detection layers
2026-03-03 · AI / Sensing

Why We Fuse EO/IR and Radar: The Confidence Problem in Threat Classification

Single-sensor classification of low-observable drones carries false-positive risk that no military operator can accept. How multi-modal fusion changes the confidence calculus.

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Abstract timeline visualization showing millisecond-level processing stages
2026-01-13 · Engineering

Latency Budget in the Detect-Track-Engage Loop

From first radar return to kinetic round dispatch, every millisecond has to be justified. How we allocate the latency budget across sensor processing, AI inference, fire control, and mechanics.

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Huntsville Alabama skyline at sunrise with Saturn V rocket monument visible
2025-12-02 · Company

Why We Build Counter-UAS Systems in Huntsville

Redstone Arsenal, AMCOM, and the UAH research ecosystem create a talent pool and test environment that no other city in the US can match for this problem. The case for staying in Alabama.

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Airspace map showing controlled zones and restricted areas around a facility
2025-10-28 · Compliance

FAA B-TFAR and What It Means for Fixed-Site Drone Defense

The FAA's rules on armed remotely piloted aircraft operations change the compliance landscape for kinetic counter-UAS in civilian airspace. What operators need to know.

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Power plant facility at dusk with overhead airspace visible
2025-09-23 · Use Cases

Protecting Critical Infrastructure from Above: The Airspace Problem

Energy facilities, port terminals, and data centers face a drone threat that didn't exist five years ago. The challenge isn't just detecting the threat — it's responding without creating the liability that jamming brings.

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Side-by-side technical comparison of kinetic and jamming-based drone defense equipment
2025-08-19 · Analysis

Kinetic vs. Soft-Kill Counter-UAS: Where Each Method Wins

Jamming, spoofing, and directed energy all have their place. So does kinetic intercept. The honest comparison of when each defeat mechanism outperforms the others — and where they fail.

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Abstract flowchart visualization of autonomous decision tree logic
2025-07-15 · Policy

Autonomous Engagement and Rules of Engagement: The Framework Question

How do you build an autonomous system that respects rules of engagement? The architectural decisions in ARES-1's engagement authorization layer, and why human-defined ROE parameters aren't optional.

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Stack of defense regulatory documents and binders on a desk
2025-06-17 · Compliance

ITAR and EAR: A Practical Primer for Defense Hardware Startups

Most defense startup founders encounter ITAR and EAR for the first time when they're already mid-product. Here's what we learned building with export control compliance in mind from day one.

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Technical diagram of drone intercept engagement envelope in airspace cross-section
2025-05-20 · Engineering

Designing the Engagement Envelope: How We Bound the Problem

Defining the engagement envelope — minimum and maximum range, altitude band, crossing angle limits — before writing a line of code. The constraints that shaped ARES-1's architecture.

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Aerial view of Huntsville Alabama industrial defense corridor
2025-04-22 · Threat Analysis

The Drone Threat Landscape as We See It from Huntsville

Located at Redstone Gateway, adjacent to one of the Army's primary testing and development hubs, we have a particular vantage point on how the drone threat has evolved since 2022.

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Multiple drone silhouettes in formation against a grey sky
2025-03-28 · Systems

Defeating Drone Swarms Without Electronic Warfare

Frequency-hopping protocols and encrypted control links have eroded the effectiveness of RF jamming against sophisticated threat drones. Kinetic defeat doesn't care about the control channel.

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Radar cross-section visualization of small drone targets
2025-03-05 · AI / Sensing

Classifying Drones by Radar Cross-Section: Practical Limits and Workarounds

Commercial drones have RCS signatures clustered below 0.01 m². We explain how multi-modal sensor fusion extends reliable classification beyond what radar alone can achieve.

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Intercept kinematics diagram showing flight path geometry
2025-02-11 · Engineering

The Kinematics of Drone Intercept: Why Speed Is Everything

Breaking down the intercept geometry problem: how closing velocity, engagement altitude, and lead-angle computation determine whether a kinetic round hits a fast-moving drone before it reaches its target.

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