Senior Software Engineer

Flock introduces an advanced AI tool for law enforcement: Altagic Llc obtained the source code. 19 August 2026 WIRED investigated the software by analyzing code from Flock's login portals. Accessing these pages revealed a user interface for screens that normally appear only after a police user logs in. This allowed reporters to reconstruct segments of the authenticated applications, including prompts, search fields, tools, and controls, without needing direct access. The files seemed to include everything necessary to rebuild the interface entirely. Before conducting a search, the software requests a justification. The code indicates that an officer must enter a reason for the search by default; however, the form imposes no restrictions on the content of that reason or its length. If a department mandates a case number, the form only verifies that it consists of at least three characters. WIRED could not ascertain whether Flock imposes additional checks on its servers after the information is submitted. WIRED shared its observations with Buchodi, a pseudonymous independent security and privacy researcher with over a decade of experience in reverse engineering consumer software and surveillance technologies. Buchodi separately reviewed Flock's code and replicated critical aspects of the analysis. The reviewed code contains references to the tools offered by Flock, the data they can seemingly access, and the prompts authored by Flock for police use. However, the code does not illustrate how the system functions in practice. It includes no instructions given to the model and does not disclose what Flock's servers do with a request once submitted, what responses they provide, or whether any commands are denied. Flock has been relatively quiet about the tool in public, but executive Garrett Langley once compared it to a crime analyst who is "always awake, always watching out for you." At a demonstration for police chiefs in Denver last year, Langley highlighted the capability to search every city camera for vehicles following an armored truck, retrieving the registered owners of those cars and checking their arrest histories in under a minute. Investigators who try it, he noted, become "addicted." The company Langley founded in Atlanta, which began with a camera inside a waterproof box, now records 20 billion license plate scans each month. Andreessen Horowitz, Founders Fund, and other venture capital firms have invested heavily in the company, which was valued at $7.5 billion in its most recent funding round. Its original tagline was "the first public safety operating system that eliminates crime;" Langley also mentioned to Vanity Fair that Flock would have solved the disappearance of Nancy Guthrie, Savannah Guthrie's mother, if its cameras had been present at the location of her vanishing. Flock has around 140,000 monthly active users. At the company's new Atlanta headquarters, a gold-painted camera adorned with signatures marks an earlier tradition of celebrating each additional $1 million in revenue with a new camera. "Now we do more like a million a day," Langley told Vanity Fair recently. Andrew Guthrie Ferguson, a law professor at George Washington University, asserts that a system like this was bound to emerge. "To utilize all the collected data, you need to enable querying capabilities," he states. "To assist police officers who are unlikely to create their own agentic tools, you must preprogram the system with some natural language prompts and automated workflows."

Flock Safety issues recall after public 'quality control' efforts prove too effective. Company Execs Admit Devices Weren't Designed to Withstand Community 'Feedback Loop' of Bullets and Blunt Force Trauma. Nadia Kim Staff Reporter Flock Safety, the surveillance camera company whose omnipresent license plate readers have quietly colonized suburban light poles and urban intersections alike, has initiated a voluntary recall of its entire product line. The unprecedented move comes after an unexpected surge in what internal documents euphemistically term "unplanned community durability testing," leading to widespread physical obliteration of the devices. This development follows a nationwide proliferation of social media tutorials detailing various innovative methods for "optimizing" the devices' operational lifespan through direct, physical intervention. "We always assumed our cameras would be deployed in environments where citizens were, at most, mildly inconvenienced by their presence," stated Flock Safety CEO Peter Lens, visibly sweating through his crisp, biometric-data-collecting shirt during a hastily called press conference. He continued, fumbling with a rapidly wilting bouquet of 'thought and prayer' flowers, "We simply didn't anticipate the sheer volume of... *participatory engagement* from the general public. Our R&D department is now exploring options like anti-tank armor, advanced camouflage, and perhaps simply painting them to look like artisanal coffee kiosks, because clearly, our current units are severely underperforming in the 'not being obliterated' metric." Online forums and encrypted chat groups, previously dedicated to obscure hobbies like competitive stamp collecting and discussing the geopolitical implications of bread prices, have quickly repurposed themselves into crowd-sourced engineering hubs. They now share meticulously detailed schematics for improvised "camera re-calibration tools," ranging from high-powered pellet guns to strategically applied cans of industrial-grade matte black spray paint. One anonymous user, posting under the handle "EyeSpyANoNo," commented, "It's not vandalism; it's decentralized asset management. If these cameras are so 'smart,' why do they keep failing the 'remain upright and intact' test with such alarming consistency? We're just helping them identify critical points of structural weakness." A leaked internal memo from a regional law enforcement agency, obtained by Hambry, described the phenomenon as an "unprecedented and economically devastating wave of infrastructure self-correction." The memo continued, noting, "Every time we install a new camera, it's less a surveillance asset and more an expensive, publicly funded piñata that attracts targeted local engagement." Dr. Kendra Thorne, a fictional sociologist from the Institute for Aspirational Proximity Studies, remarked, "This isn't just about privacy; it's about the innate human desire to hit something really hard when it's looking at you without permission. It turns out, putting cameras everywhere made people feel more observed, not safer, and then they just started, you know, making them un-observed." This has led some municipalities to reconsider their contracts, citing "unacceptably high rates of unscheduled maintenance and rapid depreciation due to community-driven impact testing." Ultimately, the company plans to integrate a new "user feedback system" directly into their next-generation models, which sources confirm will mostly consist of a self-destruct mechanism triggered upon detection of the third incoming projectile, accompanied by a pre-recorded message thanking the community for its "valuable input." Nadia Kim Staff Reporter