Pip: Welcome to Corran Force Designs — where the signal never goes quiet, the agents never go dark, and apparently neither does Allen Davis, who has been publishing at a pace that would stress-test any QA process.
Mara: Allen Davis covers a lot of ground in this batch: what military service teaches you about building reliable AI systems, how to price and sell automation work without guessing, and how to test and manage agents before they embarrass you in front of a client.
Pip: Three territories, one throughline — let's start with the transition from uniform to automation stack.
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Veteran Roots, Reliable Systems
Mara: The central question here is whether military discipline — specifically the kind that keeps communications alive under pressure — actually transfers to building AI agents, or whether that framing is just a good story.
Pip: The post makes the case directly. The setup: a 25U Signal Support Systems Specialist keeps battlefield networks talking when everything around them wants to go quiet — and here is the line that carries the argument: "when a system goes silent, you do not wait around and hope it fixes itself. You find out exactly where the signal died, and you fix that link."
Mara: That habit becomes the SIGNAL Method — Scan, Instruct, Govern, Notify, Act, Log — a six-step framework for building agents that report their own status instead of failing silently. The upshot is that an agent with no Notify step looks fine right up until it isn't.
Pip: A real client example makes this concrete: a lead qualification agent went dark for a full day before anyone noticed, because it only ever broadcast success.
Mara: The After Action Review post picks up the same discipline from a different angle — the Army's debrief process, formalized in Training Circular 25-20, turned into a personal weekly system. Four questions: what was supposed to happen, what actually happened, why the gap, and what do you sustain or improve.
Pip: Twenty minutes, same time every week, and the review feeds next week's plan directly. Without that last step, it's just journaling with military formatting.
Mara: Both posts share the same underlying argument: the structure that made reflection automatic in uniform disappears overnight at separation, and you have to rebuild it deliberately. Programs like DOD SkillBridge and VET TEC 2.0 — which reopened in 2026 without requiring remaining GI Bill entitlement — fund the training, but the identity work is yours to do.
Pip: The tools change. The checklist mentality doesn't — and that's exactly what the pricing conversation needs next.
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Pricing and Selling Automation Work
Mara: The tension in this segment is straightforward: you built something that works, the client asks what it costs, and most people freeze and guess. The pricing post argues there's a calculation that replaces the guess.
Pip: The core claim lands early: "Pricing by the hour caps your income twice: once when a job runs long, again once you get fast enough that the hours stop reflecting the value you delivered."
Mara: So the alternative is value-based pricing — anchored between a true cost floor and the client's own ceiling, the number they can put on what the problem currently costs them. The TIER Method structures that: True cost floor, Impact conversion, Engagement tiers, Retainer runway.
Pip: Three tiers instead of one price is the move that actually changes the conversation — clients tend to land in the middle, and the top tier makes the middle look reasonable.
Mara: The lead qualification agent post connects directly here. It prices the offer around the agent's monthly output, not the build hours, and points back to the pricing framework for setting that number. The underlying case for speed: research published in Harvard Business Review found leads contacted within five minutes were roughly twenty-one times more likely to qualify than leads contacted after thirty minutes.
Pip: Which means the agent's value isn't the automation — it's the response time no human staff can sustain at three in the morning.
Mara: The Automation Anywhere certification post adds a credential angle. An Automation Anywhere cert proves platform competence — Essentials, Advanced, and AI Automation Engineer tiers all run on A360 — but the post is clear that a badge alone doesn't close a deal. The CASE Method fills the gap: Certification, Artifact, Story, Evidence.
Pip: Build something a prospect can watch run. The demo bot that does the exact category of work they need is more persuasive than the screenshot of the badge they'd have to take your word for.
Mara: And once a project proves the automation holds, the retainer is the real business — recurring revenue built on a system the client already depends on every week.
Pip: Which only works if the agent you handed them actually behaves. That's the QA problem.
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Testing Agents Before They Embarrass You
Mara: The QA post opens with a line that sets the stakes cleanly: "Your AI agent will screw up. Not might. Will. The question is whether you catch it before your client does."
Pip: That is not a hypothetical — a broken agent rarely throws a visible error. It produces a confident, well-formatted wrong answer that gets forwarded and acted on before anyone notices.
Mara: The RECON Protocol gives you five checkpoints before any agent goes live: Run the test set, Examine tool calls, Confirm grounding, Observe cost and iteration limits, Notify on failure. Most solo operators only run checks after something breaks — the post argues that's backwards.
Pip: The onboarding post is the earlier version of the same discipline. The ORDER method — Objective, Rules, Data, Escalation, Review — is what you run before the agent ever touches a real task, the same way a new hire doesn't get the keys on day one.
Mara: Both frameworks share a root: most agent failures trace back to a missing rule or a missing escalation path, not a bad model.
Pip: The signal habit again — know your system, notice the second it goes quiet, fix the actual break.
Mara: And keep the discipline running long after launch.
Pip: The throughline across all of this is that the structure matters more than the tool — whether you're troubleshooting a radio in Iraq or a lead pipeline at two in the morning.
Mara: Next time, more from Corran Force Designs. Keep building.