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.
What Model Does Perplexity Use? Sonar and Model Choice
See which models Perplexity uses, what Pro and Max can select, how Sonar differs from Best, and why Research chooses its own models.Nov 8, 2026AI
ChatGPT File Upload Limit
ChatGPT upload limits by plan: file sizes, daily and rolling caps, Projects, storage, and what to do when an upload fails.Nov 7, 2026AI
Fireflies AI Review
Fireflies.ai for small teams: transcripts, summaries, search, CRM handoffs, plan limits and privacy. When to choose Granola or Otter instead.
Nov 7, 2026AI
Microsoft Scout
What Microsoft Scout can do in the background, which actions need approval, and the licences and two admin gates required for a Frontier pilot.Nov 6, 2026AI
ChatGPT Enterprise: What It Adds Beyond Business
What ChatGPT Enterprise adds beyond Business: identity, data controls, apps, analytics and usage rules, plus a practical rollout checklist.Nov 6, 2026AI
ChatGPT Go vs Plus
Choose ChatGPT Go for daily chat or Plus for deeper research and coding. Compare models, limits, Work access and December’s Plus allowance change.Nov 6, 2026AI
Atlassian Rovo: Search, Chat, Agents and Studio
What Rovo does in Jira and Confluence: Search, Chat, Agents, Studio, connectors, a first-week agent plan, data controls and honest limits.Nov 5, 2026AI
AnythingLLM: Private Document Chat for Your Team
Understand AnythingLLM Desktop, Docker and Cloud, where document data goes, and how to set up private document chat for a five-person team.Nov 5, 2026AI
Kimi vs DeepSeek
Kimi vs DeepSeek for builders: compare current models, long agent tasks, tools, open weights, licensing and hosting.Nov 5, 2026AI
Notion Agent
Use Notion Agent for workspace tasks, set up a Friday Custom Agent, and understand the AI credit rules for existing Business workspaces.Nov 4, 2026AIThe other lanes.Pick the one you came for.
351 pieces
Build
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.247 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 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 run84–107 / 321
Shadow AI: What It Is and How Small Teams Take Control
Find unapproved AI use in apps, extensions, personal accounts and existing software. A small-team response plan and verified business-data terms.Oct 20, 2026AI
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, 2026AI
Kimi vs Claude
Kimi vs Claude for coding, agents and long documents: current models, context limits, hosting choices and when switching to K3 makes sense.Oct 19, 2026AI
Claude vs Copilot: Microsoft 365 for Daily Work
Choose Claude or Microsoft 365 Copilot for documents, email, meetings and analysis, with verified access controls and three worked business jobs.Oct 19, 2026AI
Chinese AI Models 2026: DeepSeek, Qwen, Kimi, GLM and MiniMax
Compare Chinese AI models by lab, license, API access and data terms. DeepSeek, Qwen, Kimi, GLM, MiniMax and ByteDance for business buyers.Oct 19, 2026AI
Claude Cowork vs Claude Code
Choose Claude Cowork or Claude Code for reports, spreadsheet cleanups and bug fixes, with the app merge, rollout and access boundaries explained.Oct 19, 2026AI
Codex vs ChatGPT
Choose ChatGPT for explanations and Codex for repository changes. Compare environments, models, included access and the work each leaves to you.Oct 19, 2026AI
Sintra AI Review
Sintra's twelve helpers, Brain AI, integrations and a worked shop week, compared with Marblism, Viktor and Claude.Oct 18, 2026AI
Codex App: Worktrees, Automations and Your First Commit
Use the Codex app for parallel worktrees, scheduled tasks and Git review. Compare the CLI and IDE, then take two threads to reviewed commits.Oct 18, 2026AI
AI Agent vs Chatbot: What Changes When AI Can Act
Compare AI agents and chatbots through support, sales and operations examples, then use a vendor checklist to verify actions, risks and billing.Oct 18, 2026AI
Claude Opus vs Sonnet: Which 5.5 Model Fits Your Work?
Choose Sonnet 5.5 for routine work or Opus 5.5 for harder decisions. Compare writing, coding, research, settings, limits and verified API prices.Oct 18, 2026AI
DeepSeek vs Gemini
DeepSeek vs Gemini for coding, long documents, search agents and multimodal input. Compare deployment choices and decide which API fits your product.Oct 18, 2026AI
DeepSeek V4 Explained: V4.1 Flash or Pro for Your Product?
DeepSeek V4 explained: current Flash and Pro models, vision, thinking modes, open weights, API names and what changes for your product.Oct 18, 2026AI
DeepSeek vs Claude
DeepSeek vs Claude for coding, agents and high-volume API work: current models, context windows, workload tradeoffs and where your data goes.Oct 18, 2026AI
Copilot vs Gemini: Microsoft 365 or Google Workspace?
Choose Copilot or Gemini by the suite your business uses. Compare Office and Workspace features, agents, data promises and the reasons to switch.Oct 18, 2026AIPrefer this site in Google
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