Blog Post AI Pattern Analysis & Improvement Plan

Overview

Analysis of all blog posts for AI-written patterns and fluff. Goal: Maintain technical accuracy while removing robotic language and adding authentic voice.

Posts Requiring Major Revision

1. “AI Danger” (2025-08-18)

AI Patterns Found:

Structural: Classic intro → bullets → conclusion sandwich format
Preachy Vocabulary: “rapidly evolving,” “revolutionize industries,” “immense benefits,” “significant risks”
Assistant Tone: “we must actively address,” “we must consciously choose”
Mechanical Style: Perfect parallel bullet points, excessive transition words

Improvement Plan:

Lead with the WALL-E effect instead of generic intro
Convert bullet points to narrative paragraphs with varying sentence lengths
Replace preachy phrases: “rapidly evolving” → “AI’s moving fast”, “immense benefits” → “some real advantages”
Add personal voice: “I’ve noticed this in my own work…” or “What worries me is…”
Kill conclusion echo: Remove “In conclusion” style ending

2. “SQL Window Functions” (2025-09-10)

AI Patterns Found:

Structural: Perfect numbered sections with emoji headers
Mechanical Style: Every bullet point same length/structure
Assistant Tone: “Let’s examine how,” “Think of it like this”
Double Dashes: Multiple instances of “–” instead of proper punctuation

Improvement Plan:

Break the perfect structure: Mix up section lengths, combine some sections
Vary bullet point lengths: Some one-liners, some detailed explanations
Replace “Let’s examine”: Jump straight into content
Fix punctuation: Replace “–” with em-dashes or commas
Add real examples: “I used this last week to…”

3. “SQL CTE” (2025-09-11)

AI Patterns Found:

Structural: Perfect 1-2-3 progression with emoji headers
Assistant Tone: “Think of a CTE as…”, “This is where the power really shines”
Mechanical Style: Every example follows identical format
Preachy Words: “crucial step,” “powerful way,” “enable advanced techniques”

Improvement Plan:

Start with a real problem: “Last month I had this query that was 200 lines…”
Remove emoji headers: Use regular headings
Vary example complexity: Some simple, some complex
Add opinion: “Honestly, I think CTEs are better than subqueries because…”
Kill the perfect structure: Combine sections 2 and 3

Posts Requiring Minor Tweaks

4. “What is RAG?” (2025-09-08)

AI Patterns Found:

Minor: Some “Let’s explore” tone
Good: Already has conversational voice, good examples

Improvement Plan:

Remove “This is exactly where” type phrases
Add more personal experience: “When I first built my RAG system…”
Keep the conversational tone - this one’s mostly good

5. “Vibe Coding” (2025-09-10)

AI Patterns Found:

Minimal: Already has strong voice and opinion
Good: Personal P.S. adds authenticity

Improvement Plan:

Minor cleanup: Remove any remaining “we should” phrases
Expand personal examples: More specific stories from experience

6. “NLP Part 1” (2026-01-13)

AI Patterns Found:

Some: “Maybe some of you know what that is” - slightly assistant-like
Good: Personal journey perspective, conversational tone

Improvement Plan:

Remove hedge words: “Maybe some of you know” → “You might know”
Add more specific examples from personal work
Keep the learning journey narrative - it’s authentic

7. “AI Cheating” (2026-01-14)

AI Patterns Found:

Minimal: Strong voice, good examples
Good: “Stop doing that. Seriously.” - authentic

Improvement Plan:

Very minor tweaks: Remove any remaining “we should” phrases
This one’s mostly solid - good authentic voice

Posts That Are Good (Minimal Changes)

8. “Rooted Remedies” (2025-08-15)

Authentic: Personal announcement, real product
Voice: Natural excitement, honest about iOS costs
Keep as-is

9. “MCP” (2025-09-06)

Good: Clear analogy, practical examples
Minor: Remove any “let’s explore” phrases
Mostly solid

10. “XAI Architecture” (2026-02-19)

Good: Technical depth, real project examples
Minor: Some “we can” phrases could be more direct
Keep the technical substance

Global Improvement Strategies

1. Kill These Patterns Across All Posts

Remove: “In conclusion,” “Ultimately,” “In summary”
Replace: “–” with em-dashes (—) or commas
Delete: “It’s important to note that,” “We should consider”
Avoid: “Let’s examine,” “Let’s explore,” “Think of it like”

2. Add Human Elements

Personal anecdotes: “I ran into this last week when…”
Strong opinions: “Honestly, I think…” instead of “It could be argued that…”
Contractions: “it’s” instead of “it is,” “don’t” instead of “do not”
Varying sentence lengths: Mix short, punchy sentences with longer ones

3. Structural Changes

Break the sandwich: Don’t always end with summary
Vary bullet point lengths: Some one-liners, some detailed
Remove perfect parallelism: Make sections different lengths
Combine related sections: Don’t force artificial separation

4. Voice Injection

Use “I” statements: “I’ve found that…” instead of “One might find…”
Add specific examples: Real projects, real problems
Include contractions and natural language
Remove hedge words: “could be,” “might,” “potentially” (unless necessary)

Priority Order for Revisions

High Priority: AI Danger, SQL Window Functions, SQL CTE
Medium Priority: What is RAG?, NLP Part 1, AI Cheating
Low Priority: Vibe Coding, MCP, XAI Architecture
No Changes: Rooted Remedies

Quick Humanization Checklist for Each Post

Delete first paragraph if it’s generic
Delete last paragraph if it’s just a summary
Add at least one “I” statement
Vary sentence lengths (add some very short ones)
Remove all “Let’s explore” type phrases
Replace “–” with proper punctuation
Make bullet points inconsistent lengths
Add one specific personal example or story

This plan maintains all technical information while transforming robotic AI writing into authentic human voice.