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.
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 run516–539 / 712
Linear vs Jira
Linear wins focused product teams; Jira wins complex governance. Compare live prices, annual cost cliffs, migration work, and dealbreakers.Jul 29, 2026Build
Best Text to Speech in 2026: Speechify vs NaturalReader vs ElevenLabs vs Amazon Polly vs Google vs Azure vs OpenAI (Verified July 2026)
The best text-to-speech tools for reading, publishable narration, and APIs, with every price and limit verified in July 2026.Jul 29, 2026Design
Best AI Search Engine 2026: Perplexity vs Google AI Mode vs ChatGPT Search vs Brave vs Consensus (Compared)
Perplexity, Google AI Mode, ChatGPT Search, Brave, and Consensus compared on sources, privacy, current pricing, and the limits that decide.Jul 29, 2026AI
Best Scheduling App in 2026: Calendly, Cal.com, Acuity & Reclaim (Verified July 2026)
Calendly wins meetings; Acuity wins paid appointments. Compare 8 scheduling apps on live 2026 prices, team costs, free plans, and the limits that decide.Jul 29, 2026Growth
Best AI Voice Generator in 2026: ElevenLabs vs Murf vs Hume vs Speechify vs Cartesia (Verified July 2026)
ElevenLabs wins overall. Compare 8 AI voice generators on live pricing, cloning, commercial rights, workflow, and the limits that decide each pick.Jul 29, 2026Design
Best AI Logo Generator in 2026: Recraft vs Looka vs Kittl vs Canva (Compared)
Recraft is the best AI logo generator for editable SVGs. Compare eight tools, every live price, output limits, rights, and who should skip each.Jul 29, 2026Design
DeepSeek vs ChatGPT
DeepSeek wins on API cost; ChatGPT wins as an all-purpose work assistant. Compare live pricing, privacy, benchmarks, and switching costs.Jul 29, 2026AI
Notion vs Obsidian
Notion wins for teams; Obsidian wins for private, durable notes. Compare live pricing, offline limits, migration cost, and the 5-seat break-even.Jul 29, 2026Growth
Gemini vs Claude
Gemini vs Claude, compared with live pricing, normalized API costs, current benchmarks, and switching costs for buyers choosing one.Jul 28, 2026AI
Best AI Music Generator in 2026: Suno vs ElevenLabs vs SOUNDRAW vs AIVA vs Udio (Verified July 2026)
Suno wins finished songs; ElevenLabs, SOUNDRAW, and AIVA win specific commercial jobs. Live prices, rights, limits, and the tools to skip.Jul 28, 2026Design
Windsurf vs Cursor
Windsurf vs Cursor after Devin Desktop: live pricing, normalized costs, agent differences, migration work, and the clear pick for each team.Jul 28, 2026Build
Best AI Chatbot 2026: ChatGPT vs Claude vs Gemini vs Perplexity vs SiteGPT (Compared)
ChatGPT wins overall, Claude for writing and code, Perplexity for research, Gemini for Google users, and SiteGPT for website support. Prices verified.Jul 28, 2026AI
Character AI Alternatives in 2026: Kindroid, Nomi, NovelAI & More (Verified July 2026)
10 Character AI alternatives ranked for memory, story control, privacy, and builders. Prices and limitations verified July 2026.Jul 28, 2026AI
Best AI Video Generator in 2026: Kling 3.0 vs Veo 3.1 vs Runway Studio vs Seedance 2.0 (Verified July 2026)
Kling 3.0, Veo 3.1, Runway Studio, and Seedance 2.0 compared on live prices, controls, audio, limits, and the workflow each one fits.Jul 28, 2026Design
Suno vs Udio
Choose Suno or Udio with live pricing, normalized song costs, editing and export limits, rights, and switching costs verified in July 2026.Jul 28, 2026Design
Shipment Exception Commander build log
A Claude Managed Agents workflow that scores synthetic shipment recoveries deterministically, challenges the recommendation, requires native human approval, and leaves one replay-safe receipt.Jul 28, 2026Build
AI Tools for Small Business: 10 That Earn Their Seat
Ten AI tools ranked by the job they should own, with current prices, a strict buying order, five-person cost math, and candid reasons to skip each.Jul 26, 2026Growth
Claude Opus 5 and the Effort Dial: Spend More Compute Only When the Work Deserves It
Claude Opus 5 costs half as much as Fable 5. Learn when its five effort levels save money, when to escalate, and what breaks during migration.Jul 26, 2026AI
ElevenLabs Music Finetunes API Turns Your Sound Into a Reusable Product Layer
Train Eleven Music on owned audio, call that sonic identity by API, and build consistent soundtracks for brands, creators, and games.Jul 26, 2026Design
How to Pick an Open-Source AI Coding Agent: 9 Tools, Four Different Jobs
Nine open-source AI coding agents compared by workflow, license, privacy, setup, and the point each breaks, with current costs and replacements.Jul 25, 2026AI
Meta AI's New Email and Calendar Agent: Set the Approval Boundary First
Meta AI can now plan from email and calendar context. See what shipped, what is undisclosed, and the approval boundary to set first.Jul 25, 2026AI
Employee Onboarding Software Is Five Jobs: 11 Tools Ranked
Eleven employee onboarding tools ranked by the job they actually solve, with current pricing, free-trial terms, limits, and a decision guide.Jul 24, 2026Growth
Gemini 3.6 Flash Review: Adopt It for Agents, Not Every Task
Gemini 3.6 Flash cuts output price to $7.50/M and output use by 17%. See the benchmarks, migration risks, cost math, and adoption verdict.Jul 23, 2026AI
ChatGPT Ads Custom Audiences: The 25,000-User Floor Changes the Strategy
ChatGPT Ads Custom Audiences require 25,000 matched users. Learn when to include, exclude, or adjust bids, plus the setup that avoids wasted spend.Jul 23, 2026GrowthNewsletter
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