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

Marblism Review
Marblism's seven AI employees, current plans, shared-hour costs, dated public reviews and the jobs that still need human approval.Oct 9, 2026AI
Firecrawl Pricing 2026: What Your Pages Cost
Firecrawl plans and credit packs verified October 2026. Calculate JSON extraction, failed pages and weekly crawl bills at your volume.Oct 9, 2026Build
Claude Haiku vs Sonnet
Haiku 5.5 vs Sonnet 5.5 for ticket classification, long summaries and coding subagents, with current API rates and three monthly budgets.
Oct 8, 2026AI
Nano Banana 2.1 Explained: Pricing, Changes, and When to Switch
Nano Banana 2.1 cuts 1K and 2K image costs about in half. Compare monthly budgets, verify the migration, and decide when Pro earns its premium.Oct 8, 2026Design
Claude Haiku 5.5: Pricing and When to Switch
Claude Haiku 5.5 pricing, the 100K prompt threshold, and a monthly bill versus Haiku 4.5 and Sonnet 5.5. Which work should you move?Oct 8, 2026AI
Claude Code vs GitHub Copilot 2026
Claude Code vs GitHub Copilot: current plans, usage limits, models, team controls, one-seat and ten-seat costs, and when to use both.Oct 8, 2026Build
Otter AI Alternatives: Granola, Krisp, MeetGeek, Circleback and Claap
Choose Granola, Krisp, MeetGeek, Circleback or Claap by the job. Compare live prices, free limits, bot-free capture and CRM handoffs.Oct 8, 2026AI
Pipedrive Pricing: Plans, Add-ons and Team Costs
Current Pipedrive seat and add-on prices, annual vs monthly budgets for 3 and 10 users, AI features, and when Premium costs less.Oct 8, 2026Growth
Lemlist Pricing: Seats, Credits and Sending Costs
Lemlist pricing by month, quarter and year, including credits, mailboxes and add-ons. See founder, sales team and agency bills plus alternatives.Oct 8, 2026Growth
Tidio Alternatives
Compare seven Tidio alternatives by support job, current pricing and billing unit. See who should switch, what migration costs and when Tidio wins.Oct 7, 2026GrowthThe lanes.Pick the one you came for.
177 pieces
AI
Models, agents, coding assistants, image, video, voice205 piecesBuild
Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra107 piecesDesign
For designers, brand owners, creative directors169 piecesGrowth
AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue8 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 run612–635 / 718

Best AI Model for Coding in 2026 (Ranked by SWE-bench and Price)
GPT-5.5, Claude Opus 4.8 and Gemini 3.1 Pro tie on the old benchmark. The harder one, and the price, decide which model to code with.Jun 14, 2026AI
The 7 best Canva alternatives in 2026 (and which is right for you)
Canva metered its AI, so designers are switching. The 7 best Canva alternatives in 2026, with current prices and the right pick for your work.Jun 14, 2026Design
12 best AI presentation makers in 2026 (and the ones to avoid)
The 12 best AI presentation makers in 2026, ranked with real pricing, the PowerPoint export catch nobody warns you about, and a pick for every job.Jun 12, 2026Design
Gemini CLI vs Claude Code (2026): What to Use Before June 18
Google retires Gemini CLI on June 18, 2026. How it compares to Claude Code on price, models, and limits, and what to actually run next.Jun 7, 2026AI
Seedream review (2026): the AI image model built for actual design work
Seedream 4.5 and 5.0 reviewed: where ByteDance's AI image model beats Nano Banana and Midjourney, where it breaks, and what it really costs.Jun 5, 2026Design
Grok Build vs Claude Code vs Codex: Which Terminal Coding Agent Wins in 2026
Three terminal coding agents, one verdict: what each really costs, where each breaks, and which to install. Real 2026 pricing, plus the new Grok Build.Jun 5, 2026Build
The 11 best AI coding agents in 2026 (and the ones to avoid)
The 11 AI coding agents worth paying for in 2026, ranked with real prices and honest cons, plus the ones to skip. Pick by where you work.Jun 5, 2026Build
Clay vs Apollo (2026): Which Outbound Tool Your Pipeline Actually Needs
Clay enriches, Apollo prospects, and the per-seat vs per-action math decides which wins. The 2026 pricing breakdown and the call for your team.Jun 5, 2026Growth
Codex vs Claude Code vs Cursor: Which AI Coding Agent to Use in 2026
Codex, Claude Code, and Cursor compared for 2026: pair, delegate, or dispatch. Real pricing, current models, and the one rule that picks one.Jun 5, 2026AI
11 Best AI Note-Taking Apps in 2026 (and the Ones to Skip)
A ranked, priced comparison of 11 AI note-taking apps for capturing and organizing your own knowledge, with honest cons and a pick for every user.Jun 5, 2026Growth
AI Marketing Agents in 2026: What They Cost, and Which Ones Actually Pay Back
Live pricing for the real AI marketing agents (Klaviyo, HubSpot, Clay, Jasper), the cost math on payback, and which one fits your business.Jun 4, 2026Growth
Cursor vs GitHub Copilot (2026): Which AI Coding Tool to Pay For
Cursor is the standalone AI editor with its own fast Composer model. GitHub Copilot is the multi-model plugin in your IDE. Which to pay for in 2026.Jun 4, 2026AI
Vercel vs Netlify (2026): Which Deployment Platform, and What It Really Costs at Scale
Vercel or Netlify in 2026? The verdict, real pricing on both usage and credit models, and the cost-at-scale math that decides it.Jun 4, 2026Build
13 best AI image generators in 2026 (and the ones to avoid)
A ranked, honestly-priced comparison of the 13 best AI image generators in 2026, with live pricing, candid cons, and a pick for every kind of creator.Jun 4, 2026Design
Sora 2 Is Discontinued: What Happened and the Best AI Video Alternatives for 2026
OpenAI shut down Sora: the app ended April 26, 2026 and the API ends Sept 24. Here is what happened and the best AI video tools to use instead.Jun 4, 2026Design
Supabase vs Firebase (2026): Which Backend to Build Your AI App On
Real free-tier limits, the pricing math, and AI vector search for Supabase vs Firebase, plus the gotchas that decide which backend to build on.Jun 3, 2026Build
15 best AI video generators in 2026 (priced, ranked, and the ones to skip)
A ranked, honestly-priced comparison of the 15 best AI video generators in 2026, split by job: cinematic clips, avatars, and repurposing.Jun 2, 2026Design
GoHighLevel Pricing in 2026: What the $97, $297, and $497 Plans Really Cost
GoHighLevel is $97, $297, or $497/mo, but the usage wallet and rebilling markup decide the real number. The full pricing math for agencies.Jun 2, 2026Growth
Claude vs ChatGPT vs Gemini (2026): Which $20 Plan to Actually Pay For
Claude Pro, ChatGPT Plus, and Google AI Pro all cost about $20. Which wins for coding, writing, and research, and the rule that picks for you.Jun 2, 2026AI
NotebookLM Alternatives (2026): What to Actually Use, Matched to the Job
NotebookLM's podcasts are unmatched, but its 50-source cap and lock-in push people out. The 5 best alternatives in 2026, matched to what you do.Jun 2, 2026AI
10 Best AI Website Builders in 2026 (Priced & Ranked)
I priced every plan from its live page and ranked the 10 best AI website builders for 2026: who each one fits, and the ones to skip.Jun 1, 2026Build
Perplexity vs ChatGPT (2026): Which to Pay For
Both cost $20/mo and Perplexity runs the same GPT and Claude models as ChatGPT. So the real call is interface, not IQ. Here's which to pay for.Jun 1, 2026AI
Klaviyo vs Mailchimp: The 2026 Pricing Math
Both are free to 250 contacts. The real Klaviyo vs Mailchimp call is a billing-model and revenue-attribution decision, not a sticker price. The 2026 math.Jun 1, 2026Growth
Midjourney pricing in 2026: every plan, the real cost, and is it free?
Midjourney's 2026 plans, what fast GPU hours really buy, whether it's free, and which tier fits a solo designer, brand, or agency.Jun 1, 2026DesignNewsletter
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