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What shipped, what broke, and what it really cost — from running production AI systems.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.

Recraft AI
Recraft AI for brand graphics: editable SVGs, saved styles, canvas workflows, team and API limits, and who should choose it.Nov 6, 2026Design
Best AI Code Editor in 2026: Cursor, Windsurf, Zed, VS Code, Kiro and JetBrains AI
Compare Cursor, Windsurf, Zed, VS Code with Copilot, Kiro and JetBrains AI by agent modes, model access, privacy and team controls.Nov 6, 2026Build
Affiliate Software in 2026: Rewardful, Dub Partners, FirstPromoter, Tolt, PartnerStack and impact.com
Compare affiliate software for SaaS, B2B partners and ecommerce: Rewardful, Dub Partners, FirstPromoter, Tolt, PartnerStack and impact.com.
Nov 6, 2026Business
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
AI Agents for Ecommerce 2026: Gorgias, Tidio, Chatbase, Shopify Sidekick, Klaviyo and Zendesk
Compare six AI agents for ecommerce by support, returns, marketing and catalog work, with store integrations and human handoffs.Nov 6, 2026Business
10 Best AI Sales Tools in 2026: Apollo.io, AiSDR and Close
Compare 10 AI sales tools by workflow: prospecting, outreach, AI SDRs, calls and CRM upkeep, with maker-verified plans and clear human handoffs.Nov 6, 2026Business
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
Activepieces
Activepieces reviewed for operators leaving Zapier or Make: editions, pieces, Agents, MCP, self-hosting and a documented Sheets-to-Slack workflow.Nov 6, 2026Build
Free Ticketing System 2026: Zoho Desk, Jira, Spiceworks, HubSpot, osTicket and Zammad (Compared)
Compare six free ticketing systems by agent limits, channels, automation and AI. See which fit small teams and exactly when paying makes sense.Nov 6, 2026BusinessThe lanes.Pick the one you came for.
317 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.348 piecesBuild
Ship software with AI, whether or not you write code: coding agents, app builders, automation, MCP and the infra under it.128 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.237 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 run852–875 / 1091

CapCut Pricing (2026): The Checkout Price Is the Only Price
CapCut pricing is checkout-specific. Compare Free, Standard, Pro, Teams, AI credits, refunds, student access, and the alternatives worth paying for.Aug 3, 2026Design
Semrush Review (Verified August 2026)
Semrush starts at $139/month. See every current tier, four workflows, hidden seat costs, limits, and the exact rule for choosing it or skipping it.Aug 3, 2026Business
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
Zapier Pricing (2026): Cheap to Start, Costly to Scale
Zapier starts free, then $19.99/month billed annually. See every plan, task overage, 2026 AI rates, break-even math, and cheaper alternatives.Aug 3, 2026Build
Replit Review (Verified August 2026)
Replit review with verified August 2026 pricing, Agent 4 workflows, deployment costs, hard limits, alternatives, and a buyer decision rule.Aug 2, 2026Build
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
CapCut Review (Verified August 2026)
CapCut review with verified 2026 pricing, workflows, privacy, limitations, and clear rules for choosing Canva, Resolve, or Premiere instead.Aug 2, 2026Design
Cursor Pricing (2026): $20 Buys Two Usage Pools
Cursor starts free, then runs $20 to $200 a month. See every tier, usage limits, overage math, annual savings, refunds, and cheaper alternatives.Aug 2, 2026Build
Canva Review (Verified August 2026)
Canva review with verified 2026 pricing, AI limits, workflows, licensing, handoff gaps, and the decision between Pro, Business, Figma, and Illustrator.Aug 2, 2026Design
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
Is Canva Free? Canva Pricing (2026): Who Never Needs Pro
Current Canva Free, Pro, Business, and Enterprise pricing, verified in August 2026. See the real limits, break-even, AI costs, and who should pay.Aug 1, 2026Design
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
Claude Code Review (Verified August 2026)
Claude Code reviewed: current plans, managed PR-review costs, real workflows, hard limits, and the decision rule against Cursor and Codex.Aug 1, 2026BuildPrefer this site in Google
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