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Applied AI

Where AI actually lands in real software and operating decisions.

main thumbnail for Triage as a Filter: New Orleans’ Move to AI-Managed 911 Routing
Applied AI

Triage as a Filter: New Orleans’ Move to AI-Managed 911 Routing

By identifying these repeated calls and routing them to an AI agent for information gathering, the system clears the line for unique emergencies that require immediate human dispatch.

AIPublic SafetyMachine Learning
main thumbnail for The Automation of Fraud: Scaling Synthetic Identities in Africa
Applied AI

The Automation of Fraud: Scaling Synthetic Identities in Africa

Let’s get real: AI isn't just a tool for creative work anymore; it’s becoming the primary engine for large scale fraud across Africa.

AI SecurityCybercrimeFintech
A split-screen comparison showing a rigid, grey grid on the left and a glowing, interconnected network of light on the right.
Applied AI
4 min read

The Architecture of Autonomy: Why Your Workflows Are Brittle

How do I stop fixing my bots every time a process changes?

applied-aiautomationworkflow
Reader takeaway

Shift mindset from path-dependent automation to goal-oriented agentic design to reduce maintenance debt.

main thumbnail for The Competence Trap: Why Your AI Workflow is Making You Weaker: Turning the Idea Into a Useful Workflow
Applied AI
4 min read

The Competence Trap: Why Your AI Workflow is Making You Weaker

The Competence Trap: Why Your AI Workflow is Making You Weaker As engineers, we are currently living through a gold rush of productivity.

applied-aiautomationworkflow
main thumbnail for The Cognitive Debt of AI: Why I'm Restricting My Kids' Access to 'Smart' Assistants: Turning the Idea Into a Useful Workflow
Applied AI
4 min read

The Cognitive Debt of AI: Why I'm Restricting My Kids' Access to 'Smart' Assistants

But there is a dangerous crossover when we apply this engineering mindset to child development.

applied-aiautomationworkflow
A minimalist 3D render of a central neural network node protected by a digital grid, symbolizing secure AI architecture.
Applied AI
4 min read

Beyond the Model: Hardening Your AI Workflow

Do I need a PhD to secure my neural network implementation?

applied-aiautomationworkflow
Reader takeaway

You don't need a PhD in cybersecurity to secure your AI; you need to stop treating model outputs as gospel and start treating them as untrusted user-generated content.

main thumbnail for The Prototype Trap: Why AI-Driven Development Needs Guardrails Before Implementation: Turning the Idea Into a Useful Workflow
Applied AI
3 min read

The Prototype Trap: Why AI-Driven Development Needs Guardrails Before Implementation

What I Noticed I’ve seen a shift in engineering teams where requirements gathering is being bypassed.

applied-aiautomationworkflow
A minimalist digital tether connected to an abstract AI node, symbolizing controlled autonomy.
Applied AI
4 min read

The Agentic Trap: Why Your AI Assistant Needs a Leash

How do I build an agent that can actually do work without accidentally leaking customer data or deleting my database?

applied-aiautomationworkflow
Reader takeaway

You don't have to choose between agent productivity and security; by treating agents as privileged identity accounts and implementing HITL (Human-in-the-Loop) gateways, you can contain the 'blast radius' of any autonomous workflow.

main thumbnail for The Competence Trap: Why I’m Turning Off the Autopilot: Turning the Idea Into a Useful Workflow
Applied AI
4 min read

The Competence Trap: Why I’m Turning Off the Autopilot

Lately, I’ve noticed a shift in the industry: we are becoming incredibly efficient at generating solutions, but dangerously passive at understanding them.

applied-aiautomationworkflow
main thumbnail for The Three Tiers of AI Maturity: Moving Beyond the Chatbot: Turning the Idea Into a Useful Workflow
Applied AI
4 min read

The Three Tiers of AI Maturity: Moving Beyond the Chatbot

If your workflow relies on a human manually copy pasting results from ChatGPT into a spreadsheet, you aren't automating; you're just adding a high tech middleman to a manual process.

applied-aiautomationworkflow
main thumbnail for Introducing RSC Explorer: Turning the Idea Into a Useful Workflow: Turning the Idea Into a Useful Workflow
Applied AI
2 min read

Introducing RSC Explorer: Turning the Idea Into a Useful Workflow

Introducing RSC Explorer: Turning the Idea Into a Useful Workflow The problem The useful question is not whether this is another AI trend.

applied-aiautomationworkflow
main thumbnail for A Social Filesystem: Turning the Idea Into a Useful Workflow: Turning the Idea Into a Useful Workflow
Applied AI
2 min read

A Social Filesystem: Turning the Idea Into a Useful Workflow

A Social Filesystem: Turning the Idea Into a Useful Workflow The problem The useful question is not whether this is another AI trend.

applied-aiautomationworkflow
main thumbnail for Implementing Hybrid Semantic + Lexical Search: Turning the Idea Into a Useful Workflow: Turning the Idea Into a Useful Workflow
Applied AI
3 min read

Implementing Hybrid Semantic + Lexical Search: Turning the Idea Into a Useful Workflow

Implementing Hybrid Semantic + Lexical Search: Turning the Idea Into a Useful Workflow The problem The useful question is not whether this is another AI trend.

applied-aiautomationworkflow
main thumbnail for Simplifying Containers with Cloudflare Sandboxes: Turning the Idea Into a Useful Workflow: Turning the Idea Into a Useful Workflow
Applied AI
3 min read

Simplifying Containers with Cloudflare Sandboxes: Turning the Idea Into a Useful Workflow

Simplifying Containers with Cloudflare Sandboxes: Turning the Idea Into a Useful Workflow The problem The useful question is not whether this is another AI trend.

applied-aiautomationworkflow
Hero image for AI Automation Should Start With One Boring Workflow
Applied AI
3 min read

AI Automation Should Start With One Boring Workflow

AI Automation Should Start With One Boring Workflow The problem A lot of AI automation talk starts too high.

applied-aiautomationworkflow
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