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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.

Best Proxy Service in 2026: Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut Compared
Compare Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut by scraping job, entry offer, trial terms and access rules.Nov 10, 2026Build
Abacus AI Review
Can ChatLLM and DeepAgent replace separate AI subscriptions? Compare workflows, usage limits, model routing and team controls before switching.Nov 10, 2026AI
Zoom Alternatives in 2026: Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm
Compare Google Meet, Microsoft Teams, Webex, GoTo Meeting, Whereby, Jitsi Meet and Livestorm by meeting limits, AI notes and fit.
Nov 9, 2026Business
Profound AI
Profound AI reviewed for marketing leads: enterprise fit, visibility tracking, agents, trial limits, alternatives, and what to ask before signing.Nov 9, 2026Business
Dropbox Alternatives 2026: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte
Compare Dropbox alternatives for business: Tresorit, OneDrive, Google Drive, Sync.com, Box, pCloud and Egnyte, with sharing controls and clear limits.Nov 9, 2026Business
CodeRabbit Pricing: Seat Costs, Limits and Add-Ons
CodeRabbit seat costs for 5, 20, and 50 developers, with monthly and annual totals, Free and OSS terms, review limits, and usage add-ons.Nov 9, 2026Build
ClickUp vs monday.com: Which Fits Your Team?
Compare ClickUp and monday.com by team workflow, automation limits, AI features and the effort of switching. Choose the tool your team will maintain.Nov 9, 2026Business
WebCatalog Review
WebCatalog reviewed for client work: separate accounts, Desktop vs New Tab and Singlebox, Linux support, and when browser profiles are enough.Nov 9, 2026Business
Mercor Competitors in 2026: Scale AI, Surge AI, Turing, micro1, Handshake AI and Toptal
Compare six Mercor competitors for expert data, model evaluations and contract talent. Choose managed delivery or specialists you direct.Nov 9, 2026AI
NVIDIA OpenShell
Run agents inside NVIDIA OpenShell: current OS support, first-agent setup, file and network policies, and the limits to check before production.Nov 8, 2026BuildThe lanes.Pick the one you came for.
323 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.354 piecesBuild
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.252 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 run876–899 / 1119

Gumroad Review (Verified August 2026)
Gumroad charges 12.9% + $0.80 on direct card sales. See who it suits, exact pricing, workflows, hard limits, and cheaper alternatives.Aug 3, 2026Business
n8n Pricing (2026): Pro Wins Until You Can Own the Server
n8n costs $0 self-hosted or $24 monthly in Cloud. Compare every plan, annual savings, execution overages, and the self-hosting break-even.Aug 3, 2026Build
Mailchimp Pricing (2026): Free Stops at 250 Contacts
Mailchimp starts at $13 per month after its 250-contact free tier. See current limits, overage risks, cost math, and cheaper alternatives.Aug 3, 2026Business
Bubble Review (Verified August 2026)
Bubble is the fastest full-stack no-code route for complex web apps, but workload pricing, privacy defaults, and lock-in change the decision.Aug 3, 2026Build
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, 2026AIPrefer this site in Google
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