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Editorial Auditor Prompt sampler post — showing how to audit content like Grammarly but with your own voice.

How We Built an Editorial Auditor Prompt That Works Like a Human Editor

We tested our Editorial Auditor Prompt against a live post. It worked, but exposed the fingerprints AI leaves behind. Here’s the rebuilt version — with the Preschool Grammar Rule, JSON audits, and a free sampler you can copy right now.

How We Built an Editorial Auditor Prompt That Works Like a Human Editor Read More »

AI dashboard tracking burnout risk for a remote worker with workload, tone, and recovery metrics.

AI-Powered Burnout Tracking for Remote Workers

Burnout hides until it’s too late. Here’s how AI can catch the early signs for remote workers — without adding more work to your plate.

AI-Powered Burnout Tracking for Remote Workers Read More »

Glowing AI brain consuming structured markdown content via GitHub streams; neural wires connected to blog schema, ultra-realistic with black-tech theme — represents LLM discoverability through structured blog systems.

How to Make Your Business Discoverable by AI (LLM Optimization Guide)

LLMs like GPT and Claude now drive real visibility—and real clients. Here’s how I optimized my blog for AI discoverability after Google ghosted me and scraped copies outranked my originals.

How to Make Your Business Discoverable by AI (LLM Optimization Guide) Read More »

Engineer and AI in a stylized debate — prompting for friction, not affirmation.

Stop Prompting for Answers — Prompt for a Fight

AI doesn’t get smarter by agreeing with you. It gets smarter when you push back. Here’s how to write prompts that challenge models like ChatGPT, Claude, Gemini, and more—so you get real insight, not regurgitated fluff.

Stop Prompting for Answers — Prompt for a Fight Read More »

AI-powered digital workspace with multiple content tools displayed, layered over abstract circuits and tech-inspired textures

Best AI Content Tools Compared (Real Tests, No Hype)

Tired of fake reviews and recycled lists? We ran real workflows through the best AI tools for writing, visuals, video, and automation. Here’s what actually delivers value — and what doesn’t.

Best AI Content Tools Compared (Real Tests, No Hype) Read More »

Comparison of Copilot’s generated code and a full-featured email validation app built using v0.dev, highlighting differences in output scope and depth.

From Autocomplete to Automation: How AI IDEs Are Changing What It Means to Be a Developer

AI IDEs help you code faster—but they’re also reshaping how you think. This post compares Copilot vs. v0.dev on a real task and reveals the mental tradeoffs developers need to confront. A tactical look at the tools, the results, and the real cost of speed.

From Autocomplete to Automation: How AI IDEs Are Changing What It Means to Be a Developer Read More »

Mechanical typewriter fused with an AI logic core, outputting metadata like tags, slugs, and descriptions through visual pipelines.

GPT4All Is Impressive—So We’re Building With It (But Not How You Think)

We’re not reviewing GPT4All. We’re building with it. This post kicks off our Engineered AI assistant project—using real tools like Ollama, LlamaIndex, and Flask to create a local, high-context SEO assistant. Built for control. Tested for output.

GPT4All Is Impressive—So We’re Building With It (But Not How You Think) Read More »

Futuristic calculator showing AI logic error from ungrouped math formula.

When AI Gets Math Wrong: Why Logic Grouping Still Needs a Human Brain

AI doesn’t understand parentheses—it mimics what it’s seen. If you’re using it for pricing, formulas, or logic-based prompts, that can lead to silent math bugs. Here’s how one meme exposed a flaw that most devs and QAs never test for.

When AI Gets Math Wrong: Why Logic Grouping Still Needs a Human Brain Read More »

Human reviewing and debugging AI-generated content and code on a split-screen setup.

Most People Use AI. I Debug It.

Everyone’s using AI tools—but no one’s reviewing them. I debug AI like code, clean up hallucinations, and test each tool as if it’s already in production. This post breaks down the workflows behind AI reviews that actually matter.

Most People Use AI. I Debug It. Read More »

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