Build logs, guides, and field notes
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 run828–851 / 1119

Otter.ai Pricing (2026): Free for Five Hours, Then $8.33
Otter.ai is free for 300 minutes a month. See every 2026 plan, annual savings, hidden limits, refund terms, and cost versus three rivals.Aug 11, 2026AI
Is Calendly Free?
Calendly is free forever, but one event type and one calendar are the wall. See every 2026 price, hidden seat costs, and the exact upgrade math.Aug 11, 2026Business
Manychat Pricing (2026): What Each Plan Costs
Manychat costs $0 to $199 monthly. See every 2026 tier, free-plan limits, annual savings, hidden fees, and contact break-even points.Aug 11, 2026Business
Klaviyo Pricing (2026): When the Higher Price Pays Back
Klaviyo costs $20 at 500 active profiles and $1,380 at 100,000. See every tier, current mobile rules, hidden costs, and break-even math.Aug 11, 2026Business
AI Finance Presentation Automation
Model ML shows how finance teams can turn source data into editable, traceable PowerPoint decks, with GPT-5.6 using 39% fewer tokens per deck.Aug 10, 2026Business
Best AI Music Video Generators
Compare seven AI music video generators by song sync, shot control, current pricing, and the cost of turning a three-minute track into a finished edit.Aug 10, 2026Design
Semrush Pricing (2026): The $199 Plan Is Not the Team Bill
Semrush starts at $139, but seats and API units can change the bill. See every 2026 tier, annual cost, limit, and buying break point.Aug 10, 2026Business
Cheapest AI API
Eight low-cost AI APIs compared with live August 2026 prices, free tiers, production limits, and the monthly cost that changes the decision.Aug 10, 2026Build
Muse Code Alternatives
Compare seven Muse Code alternatives by workflow, every live pricing tier, free access, team cost, and the wall each tool hits. Verified August 2026.Aug 10, 2026Build
Siri AI (Verified August 2026)
Siri AI costs $0 on eligible Apple hardware but remains a beta. See supported devices, exact pricing, privacy, limitations, alternatives, and verdict.Aug 10, 2026AI
Claude Code vs Codex Cost for Teams
Claude Code and Codex tie at $20 per seat. Compare normalized overage costs, limits, crossover points, and switching economics for engineering teams.Aug 9, 2026Build
ElevenLabs Pricing (2026): Creator Wins, API Goes Further
ElevenLabs plans, credits, annual totals, API and PAYG rates, break-even points, hidden costs, and cheaper alternatives. Verified in August 2026.Aug 9, 2026Design
HeyGen Pricing (2026): What $29 Buys
HeyGen starts at $29, but credits decide output. Compare every 2026 tier, annual rate, overage, API cost, and break-even.Aug 9, 2026Design
OpenAI Astra Model
OpenAI Astra is still internal. See its ten math advances, possible Critical cyber capability, strongest use cases, and what remains unknown.Aug 9, 2026AI
Best Browsers for AI Agents
Compare Browserbase, Steel, Kernel, Browser Use, Kitesurf, and five more agent browsers by price, control, auth, and production limits.Aug 8, 2026Build
Claude Code Auto Mode
Claude Code Auto Mode becomes the default for Pro, Max, and Team on August 14. Here is how it works, where it fails, and what to build.Aug 8, 2026Build
OpenClaw Review (Verified August 2026)
OpenClaw is free, flexible, and risky by default. See current costs, workflows, security limits, alternatives, and who should skip it.Aug 8, 2026AI
Figma Review (Verified August 2026)
Figma review with current pricing, seat-cost math, four product workflows, hard limitations, and clear alternatives for design teams.Aug 8, 2026Design
Perplexity Pricing (2026): Free Is Enough, Max Rarely Is
Perplexity costs $0 to $200 a month. Compare every plan, Computer overages, annual savings, API rates, and the point where Max pays.Aug 8, 2026AI
Descript Review (Verified August 2026)
Descript reviewed with live 2026 pricing, four creator workflows, hard limits, cost analysis, and a clear buy-or-skip rule.Aug 8, 2026Design
How to Use ChatGPT Reasoning Slider
Use ChatGPT's reasoning slider without wasting time: when to choose Medium, High, or Extra High for research, coding, planning, and decisions.Aug 8, 2026AI
ChatGPT Free vs Plus
ChatGPT Free now offers unlimited Luna text. See when Plus at $20 earns its cost through Sol, larger context, Voice, research, and Work.Aug 7, 2026AI
ClickUp Pricing (2026): The $7 Plan Stops Being Cheap
ClickUp starts at $7 per user, but AI, guest seats, annual billing, and automation limits decide the real cost. Prices verified August 2026.Aug 7, 2026Build
Webflow Review (Verified August 2026)
Webflow review with verified 2026 pricing, design and CMS workflows, AI limits, bandwidth costs, hard drawbacks, and a clear buy-or-skip rule.Aug 7, 2026DesignPrefer this site in Google
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