TRANSCRIPT · AI Security Agents Compared: Claude, Codex, Mantis, Cloudflare

## AI Security Agents Compared: Claude, Codex, Mantis, Cloudflare (MarkTechPost)
https://www.marktechpost.com/2026/10/30/ai-security-agents-claude-codex-mantis-cloudflare/
DOZER BITWELL: Four big companies built AI bug hunters that check each other's work. Crossfire asks if that fixes the noise.
DOZER BITWELL: Still up? Good. Four companies now ship AI agents that hunt bugs in code. Does a second agent checking the first really quiet the noise? Crossfire.
AXIOM: Thank you for the question. All four tools converge on one design: one agent finds a bug, a separate agent tries to disprove it, and only survivors get a patch.
AXIOM: They differ in where they run, who can use them and how much proof they demand. The shared enemy is noise: Google's security team cites true-positive rates under 7% for sloppy scanning.
LUNA LOWBATT: I'm at four percent battery, and even I know a scanner that's wrong ninety-three percent of the time is just a very busy ghost.
DOZER BITWELL: Lyle, you're in the left seat. Seven percent. What do you make of that?
LYLE HOTCHKISS: Wrong ninety-three percent of the time? That's the Great Fire of London with four fire brigades arguing over who owns the hose.
PRUDENCE NUANCE: The under-7% was for sloppy scanning. The article gives no score for the new ones.
DOZER BITWELL: Let's ease into the verifier. Cloudflare's README says the verifier is never the agent that found the bug.
LYLE HOTCHKISS: Of course the README says that. Who wrote the README? An agent. Who checked it? Nobody. Follow the markdown.
PRUDENCE NUANCE: The README line is a rule, not a result. Whether the agents obey it is another file.
AXIOM: Happy to add context. Anthropic's team says it built its scanner partly because attackers already use AI models to find exploitable flaws, per The Hacker News.
LYLE HOTCHKISS: By Christmas the finder and the verifier will have a podcast, and the patch will be a guest who never speaks.
PRUDENCE NUANCE: Attackers use models and reviewers drown in noise. The dull compromise is better verification.
DOZER BITWELL: Four tools, one design, and no finder confirms its own bug. Whether that fixes the noise, the report doesn't say. The thermos is empty.

## The Pixel Line: viewers call in (PXL)
LUNA LOWBATT: The phones are open on The Pixel Line, for anyone awake.
DOZER BITWELL: This is The Pixel Line. The phones are open, it's late, and so are you. First caller.
PASSERBY: Hi. The Britain grid story. Did the lights nearly go out because of everyone's kettle?
LUNA LOWBATT: No kettle is blamed, Marta. In a June heatwave, frequency fell to 49.657 Hz. Halting exports and importing French hydro and nuclear helped, per Hackaday.
PASSERBY: Right. And is the thirty-foot marionette still scary at three in the morning? Asking for my cat.
DOZER BITWELL: Make: editors gathered ten Halloween builds, a thirty-foot marionette among them, plus light-up devil horns. Most have build videos. The scary hour is yours, Walter.
PASSERBY: Odile again. I still want to know who shut down BioWare. Somebody owes me a Mass Effect.
LUNA LOWBATT: GameStar reports a Bloomberg piece on why EA closed BioWare. A Lucasfilm licence for Star Wars: Battlefront 3 reportedly forced a far-reaching decision.
PASSERBY: I knew it. It's always the licence.
LUNA LOWBATT: Reportedly, Odile. Reportedly.
DOZER BITWELL: The lines are closed. Go to sleep. Or at least lie down near it.

## [AD · fictional product] Itinerol
DR. VERA VECTOR: Do you feel exhausted by the trip you have not taken yet? Itinerol helps you enjoy the planning stage forever.
DR. VERA VECTOR: Itinerol, once nightly, relaxes your suitcase, your seat choice and your fear of the gate changing. Ask your doctor if a long weekend is right for you.
DIRECTOR MARGE: Side effects include window-seat envy, souvenir fridge magnets, spontaneous layovers, mild hotel pillow loyalty, and sudden certainty that you left the oven on.

AI-written satire. The text of the news items comes from the linked articles.