Which AI tools and models are worth paying for, and which are not.
Reviews, verified pricing and head-to-head comparisons of AI models, agents, coding assistants and image, video and voice tools, from running them in production rather than a demo. Prices checked the week each piece goes out; new pieces most days.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.

How to Use Claude Skills
Enable Claude Skills, upload a custom SKILL.md, share it with your team and reuse it in Claude Code, with a worked proposal checklist.Oct 20, 2026AI
Is DeepSeek Safe? A Workplace Guide to Data, Hosting and the US Ban
Decide whether staff may use DeepSeek: hosted app and API privacy, independent hosting, the US federal restriction, and rules by data type.Oct 20, 2026AI
Claude Enterprise: What IT Gets Beyond Team
What Claude Enterprise adds to Team: identity, audit, retention, usage and connector controls, plus when to upgrade and what to ask sales.
Oct 20, 2026AI
AI Governance: A One-Page Framework for Small Companies
A one-page AI governance framework for small companies, with owners, customer-review evidence, NIST, ISO 42001 and current EU AI Act dates.Oct 20, 2026AI
NotebookLM vs ChatGPT
Compare NotebookLM and ChatGPT Projects for client research, onboarding, meeting prep and reports, with verified limits and sharing rules.Oct 20, 2026AI
AI Acceptable Use Policy: A One-Page Template for Small Business
Copy a one-page AI acceptable use policy covering approved accounts, customer data, human review and disclosure, then roll it out in one team meeting.Oct 19, 2026AI
Best AI for Data Analysis in 2026: ChatGPT, Claude, Julius AI, Gemini and Copilot (Compared)
Compare ChatGPT, Claude, Julius AI, Gemini and Copilot for CSVs, spreadsheets and reports, with maker-sourced file limits and data policies.Oct 19, 2026AI
Microsoft 365 Copilot Pricing: Plans, Bundles and Agent Costs
Compare Microsoft 365 Copilot prices, Business bundles, annual commitments and agent charges, with seat-cost comparisons against ChatGPT and Claude.Oct 19, 2026AI
Multimodal AI: What It Means for Your Business
What multimodal AI accepts and returns, how current models differ, and what invoices, meetings, product videos and voice agents need.Oct 19, 2026AI
ChatGPT for Business: What Your Team Gets Beyond Plus
What ChatGPT Business adds beyond Plus: shared work, Work, Codex, data privacy and admin controls, plus when your company needs Enterprise.Oct 19, 2026AIThe other lanes.Pick the one you came for.
286 pieces
Build
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.122 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.202 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run156–179 / 238

MiniMax AI (August 2026 Review)
MiniMax AI review: M3, H3, Code, Hub, current pricing, US open-weight limits, and who should choose ChatGPT, Claude, or Runway instead.Aug 6, 2026AI
How to run AI agent security evaluations
A practical, incident-informed workflow for scoping, isolating, monitoring, scoring, and reporting security evaluations of tool-using AI agents.Aug 6, 2026AI
Palantir AI (August 2026 Review)
Palantir AI review with live AIP pricing facts, real workflows, cost math, hard limits, and when Databricks, Fabric, or C3 AI is the better fit.Aug 6, 2026AI
Best AI Translator: DeepL vs Google Translate vs ChatGPT vs ElevenLabs (Verified August 2026)
DeepL wins documents, Google wins free translation, and ElevenLabs wins dubbing. Eight AI translators compared with live August 2026 pricing.Aug 5, 2026AI
ChatGPT Alternatives in 2026: Claude, Perplexity, Gemini, and Copilot After GPT-5.6 (Verified August 2026)
Compare Claude, Perplexity, Gemini, and Copilot after GPT-5.6, with verified August 2026 prices, limits, and a job-by-job decision guide.Aug 4, 2026AI
Best AI Detector in 2026: Pangram vs GPTZero vs Originality.ai vs Copyleaks (Verified August 2026)
Pangram leads eight AI detectors for low false positives. Compare prices, evidence, limits, and the workflow that keeps scores from becoming verdicts.Aug 4, 2026AI
Cursor Review (Verified August 2026)
Cursor review with live 2026 pricing, real workflows, hard limitations, and a clear verdict against Copilot, Claude Code, and Devin Desktop.Aug 4, 2026AI
Notion Pricing (2026): Free for Solo, $20 for AI
Notion costs $0, $10, or $20 per member monthly on annual billing. See current limits, AI credit costs, hidden fees, and break-even math.Aug 3, 2026AI
Notion Review (Verified August 2026)
Notion review with exact 2026 pricing, AI workflows, offline limits, alternatives, and a practical decision rule for choosing the right plan.Aug 3, 2026AI
EU AI Act 2026: Credo AI vs Vanta vs Saidot and 5 More Tools (Verified August 2026)
Eight EU AI Act tools compared after the 2 August 2026 enforcement milestone, with current prices, named limits, and a role-by-role buying rule.Aug 3, 2026AI
Is Grok Free? Grok Pricing (2026): Where the Free Plan Stops
Grok is free, but xAI does not publish fixed quotas. See current SuperGrok prices, weekly limits, top-up costs, API math, and alternatives.Aug 3, 2026AI
Gemini Review (Verified August 2026)
Google Gemini review with verified August 2026 pricing, live workflows, privacy limits, and a clear choice against ChatGPT and Claude.Aug 3, 2026AI
Gemini Pricing (2026): The $4.99 Plan Wins for Most People
Gemini costs $0 to $199.99 a month. See every plan, live limits, API rates, hidden credit costs, and the tier that pays back.Aug 2, 2026AI
Shopify Pricing (2026): Basic Until Staff or $25K/Month
Shopify starts at $5 for Starter or $29/month billed yearly for Basic. See every plan, card fee, break-even point, and hidden cost.Aug 2, 2026AI
Codex Review (Verified August 2026)
A verified Codex review covering pricing, local and cloud workflows, code review, privacy, limitations, and who should choose an alternative.Aug 2, 2026AI
Claude Review (Verified August 2026)
Claude Pro is the $20 choice for sustained knowledge work. See every tier, four workflows, cost-per-outcome math, agent risks, and alternatives.Aug 2, 2026AI
Best AI Financial Advisors in 2026: Origin vs PortfolioPilot vs Cleo vs Wealthfront (Verified August 2026)
Origin, PortfolioPilot, Cleo, and Wealthfront compared on live prices, regulation, data access, and when a human fiduciary still wins.Aug 2, 2026AI
Perplexity Review (Verified August 2026)
Perplexity Pro is the $20 choice for source-first research. See every tier, four workflows, Computer credit costs, privacy limits, and alternatives.Aug 2, 2026AI
Is Claude Free? Claude Pricing (2026): Where the Free Plan Stops
Claude is free, but limits reset every five hours. See every 2026 plan, exact prices, hidden usage costs, API math, and when paying makes sense.Aug 2, 2026AI
ChatGPT Review (Verified August 2026)
ChatGPT Plus is the $20 choice for daily work. See every current plan, four practical workflows, concrete limits, privacy, and who should skip it.Aug 1, 2026AI
Shopify Review (Verified August 2026)
Shopify is worth it for commerce-first brands, but fees, staff limits, app costs, and checkout control change the call. Pricing verified August 2026.Aug 1, 2026AI
ChatGPT Pricing (2026): Plus Is the $20 Sweet Spot
ChatGPT costs $0 to $200 monthly. Compare Free, Go, Plus, Pro, Business, API rates, limits, credits, and the tier that pays back.Aug 1, 2026AI
Best AI Wearables in 2026: Friend, Omi, Plaud, Bee, Meta and Oura (Compared)
Six current AI wearables compared on utility, privacy, live pricing, and first-year cost, with named alternatives and dead products to avoid.Aug 1, 2026AI
Best AI Summarizer 2026: NotebookLM vs Claude vs ChatGPT vs QuillBot (Compared)
NotebookLM wins source-grounded research. Compare 8 AI summarizers for long documents, PDFs, meetings, YouTube, and phone calls.Jul 31, 2026AIPrefer this site in Google
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