Build logs, guides, and field notes
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.
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, 2026Growth
LangGraph vs CrewAI
Compare LangGraph and CrewAI on the same approval workflow, state, memory, MCP, observability and current hosted-platform prices.Oct 7, 2026BuildThe 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 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 run564–587 / 717
Gemini Omni Flash Makes AI Video Feel More Like Editing
Gemini Omni Flash turns AI video into a prompt-and-edit workflow for clips, product videos, ads and social variants.Jul 4, 2026Design
The 9 Best Claude Code Alternatives in 2026 (and the Ones to Skip)
Hitting Claude Code's weekly cap? The 9 best alternatives in 2026, with real pricing, the wall each one hits, and exactly who should switch.Jul 4, 2026Build
Kling AI Review (2026): What It Costs, What Kling 3.0 Nails, and Where It Breaks
The real 2026 Kling AI pricing, the credit-per-clip math, what Kling 3.0 nails, the monthly expiry trap, and where it breaks for client work.Jul 3, 2026Design
The 8 Best ChatGPT Alternatives in 2026 (and Exactly When to Switch)
The 8 best ChatGPT alternatives in 2026, ranked by real strengths and prices, with the exact reason to switch: Claude, Gemini, Grok, Perplexity and more.Jul 2, 2026AI
Vibe Marketing in 2026: The Real Stack, the Real Cost, and Where It Breaks by Day 90
Vibe marketing means one operator running AI agents to ship campaigns in hours. Here's the real stack, what it costs, and where it quietly breaks.Jul 1, 2026Growth
The 11 best MCP servers in 2026 (and how to wire them into Claude Code and Cursor)
The MCP servers worth wiring into Claude Code and Cursor in 2026, what each does, the real setup command, and where each one hits a wall.Jun 29, 2026Build
10 best vibe coding tools in 2026 (and the ones to avoid)
The 10 best vibe coding tools in 2026, ranked by who they actually fit, with real pricing, honest cons, and the ones to skip.Jun 29, 2026Build
Nano Banana Pro prompts: the structure that gets studio-quality results
The prompt structure that turns Google's Nano Banana Pro into a real design tool: the scene spec, camera and light control, and where it breaks.Jun 29, 2026Design
Best AI Model Right Now (2026): The Frontier Models, Ranked by Score and Price
The frontier AI models ranked by the Artificial Analysis Intelligence Index and real API price: Claude Fable 5, Opus 4.8, GPT-5.5, Gemini, Grok.Jun 29, 2026AI
Nano Banana prompts: the structure that actually works for design
The prompt structures, creative-director controls, and copy-paste recipes that get usable design work out of Nano Banana, and where it still breaks.Jun 29, 2026Design
Arcads AI Review (2026): $110/mo, No Free Trial. Worth It?
Arcads costs ~$110/mo for 10 AI videos with no free trial. The real per-keeper cost, where it wins, and the cheaper alternative most should start with.Jun 29, 2026Growth
Omnisend vs Klaviyo (2026): The Honest Pick for Ecommerce Email, With Real Pricing
Omnisend vs Klaviyo with this-week pricing at matched contact tiers, the billing model that decides the real cost, and who should pick which.Jun 29, 2026Growth
The Best Open-Source LLMs in 2026: 8 Open-Weight Models Ranked
The best open-weight LLMs of 2026, ranked. GLM-5.2, DeepSeek V4, Kimi and more, with real benchmarks, the license trap, and the cost math.Jun 29, 2026AI
12 best AI image generators for realistic photos in 2026 (and the ones to avoid)
The 12 best AI image generators for photorealistic photos in 2026, ranked by live pricing, real strengths, and who each one is actually for.Jun 29, 2026Design
Nano Banana Pro pricing in 2026: what it costs, and whether it earns a place in design work
Nano Banana Pro pricing, every tier, and the honest call on whether Google's image model earns a place in real design work.Jun 29, 2026Design
The Best AI Browser in 2026: Atlas, Comet, Dia and What Actually Wins
The best AI browser in 2026 depends on your OS and the security tradeoff you accept. Comet, Atlas, Dia and 4 more, compared with current prices.Jun 29, 2026AI
Replit vs Lovable (2026): Which AI App Builder Actually Ships Your Idea?
Replit vs Lovable in 2026: exact pricing, the credit math that sets your bill, where each one walls, and a plain rule for which to build on.Jun 29, 2026Build
The best AI image-to-video generators in 2026 (and the ones to avoid)
Ranked AI image-to-video generators for 2026 with real pricing: Veo 3.1, Kling, Runway, Hailuo and more, plus the one to stop recommending.Jun 29, 2026Design
The 8 Best AI Agents in 2026 (Real Pricing and Honest Verdicts)
The 8 best AI agents in 2026: what each actually does, real current pricing, and which to pick for coding, research, or business automation.Jun 29, 2026AI
Krea AI review (2026): the real-time design tool, what it costs, and where it breaks
A designer's Krea AI review: the real-time canvas, the Enhancer, Krea 2, real 2026 pricing, and the one export gap that decides brand work.Jun 29, 2026Design
Reddit Ads Cost in 2026: Real CPC, CPM, and the Minimum Budget That Actually Works
Reddit Ads run $0.30-$4 CPC and $3-$15 CPM, with a $5/day minimum that quietly wastes money. The real benchmarks, budget, and who it pays back for.Jun 29, 2026Growth
n8n vs Zapier vs Make (2026): Which One Actually Costs Less
n8n bills per run, Zapier per task, Make per credit, and that one difference decides your bill. Which automation tool actually costs less in 2026.Jun 29, 2026Build
The 12 best AI project management tools in 2026 (and the ones to avoid)
A ranked, honestly-priced guide to the 12 best AI project management tools in 2026: real per-seat cost, the AI tax others hide, and who each fits.Jun 22, 2026Growth
AI Visibility Tools (2026): Which AEO Tracker Earns Its Price
Peec AI, SE Ranking, Opttab, Otterly, Scrunch and Profound compared on real 2026 pricing. Which AI visibility tracker is worth paying for, by team and budget.Jun 22, 2026GrowthNewsletter
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