Practical AI for people who ship

Apr 5, 2026

Microsoft Copilot Review: Outlook Won, PowerPoint Disappointed

I used Microsoft Copilot across all 5 core apps for a full work week. Outlook delivered. PowerPoint didn't. Here's the honest breakdown.

Apr 5, 2026

NotebookLM Review: The 100-Source Test Nobody Else Did

I tested NotebookLM with 100+ sources. Text Q&A was reliable. Audio Overviews introduced unsupported claims in 1 of 5 outputs. Full results inside.

Apr 4, 2026

Grammarly AI vs ProWritingAid: Want Quick Fixes or Real Skills?

Tested Grammarly and ProWritingAid on 10 identical drafts. One rewrites your sentences; one coaches you to fix them. Here's which approach wins.

Apr 4, 2026

Whisper vs Deepgram vs AssemblyAI: The Free One Won on 20 Real Audio Files

I tested Whisper, Deepgram, and AssemblyAI on 20 real audio files with crosstalk, accents, and noise. The free option had the lowest error rate.

Apr 3, 2026

Surfer SEO vs Clearscope vs MarketMuse: One Clear Winner

I tested surfer seo vs clearscope vs marketmuse on the same draft. After 30 days tracking rankings, one tool clearly outperformed. Here's the data.

Apr 2, 2026

Eraser vs Whimsical vs Mermaid AI: I Tested All 3 on the Same Prompt

Comparing Eraser vs Whimsical vs Mermaid AI on the same architecture prompt? I tested all three. Here's which text-to-diagram tool ships fastest and fits your workflow.

Apr 2, 2026

Mintlify vs GitBook vs Swimm: One Caught 12 Breaking Changes

I tested Mintlify, GitBook, and Swimm on the same codebase for 30 days. One caught 12 breaking changes automatically. Here's which actually keeps docs in sync.

Apr 1, 2026

DeepL vs Google Translate vs ChatGPT: Where 50 Real Docs Fail

I tested DeepL vs Google Translate vs ChatGPT on 50 real docs across 5 languages. DeepL wins business emails, ChatGPT wins marketing — none win everything.

Mar 29, 2026

Firecrawl vs Apify: After 50k Pages, One Cost 20x More

I ran 50k pages on Firecrawl, Apify, and Bright Data. One cost $41. Another hit $830. Here's the real pricing no comparison page shows.

Mar 29, 2026

HubSpot AI vs Pipedrive: Only One Pays for Itself at 50 Deals

HubSpot AI vs Pipedrive: at 50 deals/month, one costs $6/deal, the other $31. I calculated break-even for every AI CRM — here's which pays for itself.