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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.

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, 2026Growth
LangGraph vs CrewAI
Compare LangGraph and CrewAI on the same approval workflow, state, memory, MCP, observability and current hosted-platform prices.Oct 7, 2026Build
Vista Social Pricing: What Your Profiles and Team Cost
Vista Social starts at $99/month. Compare annual prices, profile and user limits, AI features, add-ons, three bills and cheaper options.Oct 7, 2026Growth
How to Build MCP Server
Build an order lookup MCP server with Python, test it in Inspector, connect Claude Code and Cursor, then add HTTP auth and hosting.Oct 7, 2026Build
Unbounce Pricing 2026: Plans, Visitor Limits and Testing
Unbounce starts at $29/month. Compare all six plans, annual rates, visitor and domain limits, A/B testing, Smart Traffic and the cheapest fit.Oct 7, 2026Growth
How Much Does an AI Agent Cost? Three Monthly Bills, Explained
Compare packaged agents, no-code builders and model APIs, with current maker prices and three worked budgets for 1,000 support emails a month.Oct 7, 2026Explained
Mistral Large 4: Pricing, Open Weights, and When to Use It
Mistral Large 4: verified API prices, the launch offer, claimed benchmarks, and when to test the preview or wait for self-hosting.Oct 7, 2026AIThe lanes.Pick the one you came for.
174 pieces
AI
Models, agents, coding assistants, image, video, voice204 piecesBuild
Ship with AI when you're not an engineer: vibe-coding, app/SaaS builders, automation, MCP, just-enough infra106 piecesDesign
For designers, brand owners, creative directors168 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 run588–611 / 712

Codex vs Claude Code: Which AI Coding Agent Wins in 2026?
OpenAI Codex (GPT-5.5) vs Claude Code (Opus 4.8): real 2026 pricing, the only comparable benchmarks, and exactly who should pick which.Jun 22, 2026AI
GEO vs SEO: What's Actually Different, and What to Do in 2026
GEO gets you cited inside AI answers; SEO gets you clicks. How they differ, where they overlap, and what to actually do in 2026.Jun 22, 2026Growth
SEO vs GEO: What Changed in 2026 (and Where to Put Your Effort)
Only 38% of AI-cited pages still rank in Google's top 10, down from 76%. SEO and GEO have split in 2026: what each does, and where to spend.Jun 22, 2026Growth
Base44 review (2026): is the Wix-owned AI app builder worth it?
Base44's exact 2026 pricing, the credit model that decides your bill, the security walls, and who should use it versus skip it.Jun 22, 2026Build
16 best AI writing tools in 2026 (and the ones to avoid)
The 16 AI writing tools worth paying for in 2026, grouped by job, with live pricing, honest cons, and the ones to skip.Jun 22, 2026Growth
Smartlead vs Instantly (2026): Which Cold Email Engine Your Pipeline Needs
Smartlead vs Instantly with today's real pricing: which cold email platform wins for agencies, solo founders, and high-volume senders in 2026.Jun 22, 2026Growth
FLUX.2 for designers (2026): the variants, the cost, and where it breaks
A designer's read on FLUX.2: what the five variants do, which fits your work, real megapixel pricing, and the craft bar it still misses.Jun 22, 2026Design
Claude Code Subagents: How They Work and When to Use Them
Claude Code subagents run a side task in their own context window with their own tools. How to build one, when to use them, and when to skip.Jun 22, 2026AI
Base44 vs Lovable (2026): Which AI App Builder Should You Actually Use?
Base44 vs Lovable on real 2026 pricing, where each hits a wall, and who should pick which: the all-in-one builder vs the code-first one.Jun 22, 2026Build
Nano Banana, Explained: Google's Gemini Image Models (Pro, 2, and the Original)
Nano Banana is Google's Gemini image model line. What Pro, 2, and the original each do, real per-image pricing, how to use them, and which to pick.Jun 19, 2026Explained
13 best n8n alternatives in 2026 (and the ones to avoid)
The 13 best n8n alternatives in 2026, ranked with live pricing and honest cons: Make, Zapier, Activepieces, Latenode, and the ones to skip.Jun 15, 2026Build
13 best AI recruiting tools in 2026 (and the ones to avoid)
Ranked AI recruiting tools for 2026 with live pricing, honest cons, and a decision rule by team size. Sourcing, ATS, high-volume hiring and more.Jun 15, 2026Growth
ChatGPT vs Claude vs Gemini vs Grok (2026): Which AI Assistant to Actually Pay For
The four frontier AI assistants compared on what actually decides it in 2026: current models, real plan prices, honest limits, and who each is for.Jun 15, 2026AI
The 10 Best Cursor Alternatives in 2026 (Ranked by What You're Actually Replacing)
The 10 best Cursor alternatives in 2026 with today's real pricing and the wall on each, plus the update most miss: Windsurf is now Devin Desktop.Jun 15, 2026Build
GEO Services Cost in 2026: Agency Retainers vs. DIY, and the Break-Even Math
What GEO services actually cost in 2026, from $29/mo DIY tools to $50K/mo enterprise retainers, plus the break-even math for hiring vs building.Jun 15, 2026Growth
The 7 Best Figma Alternatives in 2026 (and Which to Pick)
Figma alternatives compared for 2026: current per-seat pricing, the craft wall each tool hits, and a decision table by your situation.Jun 15, 2026Design
The Best AI Marketing Agent in 2026 (Pick by the Job, Not the Brand)
AI marketing agent isn't one product, it's six jobs. Jasper, Klaviyo, HubSpot Breeze, Writesonic, Artisan or Lindy: which to pick, 2026 prices.Jun 15, 2026Growth
Claude Code Pricing in 2026: Every Plan, Real Limits, and What It Actually Costs
Every Claude Code plan in 2026: Free, Pro, Max 5x/20x, Team, and API rates, with the real usage limits and which tier fits how you build.Jun 15, 2026Build
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, 2026BuildNewsletter
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