7 Claude app mistakes that cost tokens, money, or the company
Seven mistakes we see in production Claude apps. Some cost tokens, some cost money, one or two can cost the company. Each one has a simple fix.
Field notes on AI-native products, design systems, web engineering, SaaS economics and modern infrastructure. New articles every week, sources included.
Seven mistakes we see in production Claude apps. Some cost tokens, some cost money, one or two can cost the company. Each one has a simple fix.
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Business and Scale · Jun 2, 2026
73% of RFPs fail on scope misalignment. The 8-section structure that filters out wrong-fit software vendors before you open a proposal.
Web Design and Engineering · Jun 1, 2026
Concrete steps to hit Good on LCP under 2.5s, INP under 200ms, and CLS under 0.1 on a Next.js 16 SaaS, plus how to read field data when Lighthouse lies.
Product Design · May 31, 2026
The 7 do, 7 don't checklist we apply on every product we ship: durations from 100 to 500ms, opacity and transform only, prefers-reduced-motion honored at the root.
AI and Automation · May 30, 2026
Skills load on demand and cost 75-150 tokens each in the listing. Use them for procedures over five lines. Skip them for project-wide rules.
Business and Scale · May 29, 2026
Six channels actually surface SaaS design partners worth hiring in 2026. Three channels waste two weeks. Here is the map, in order of signal.
Infrastructure and SEO · May 28, 2026
You already run Supabase. Its Storage egress runs $0.03 to $0.09 per GB, R2 charges zero. Here is the line where adding Cloudflare R2 pays off in 2026.
Web Design and Engineering · May 28, 2026
Lenis (3 kB), GSAP free since April 2025, ScrollTrigger for scroll math, and native CSS scroll-driven animations. The 2026 stack we ship in production.
Infrastructure and SEO · May 26, 2026
Five production Upstash Redis patterns: rate limiting, sessions, cache-aside, distributed locks, and QStash queues, each with real cost math.
Web Design and Engineering · May 25, 2026
TypeScript's strict: true flag turns on 8 separate checks. Most codebases keep strict on at the root and quietly disable one or two of them inside a problem file. Here is each of the 8, what it catches in production, and the three flags outside the bundle that we still turn on for every project.
AI and Automation · May 24, 2026
An AI integration agency pitch in 2026 is judged on three things: what gets deployed, how it gets measured, and how it gets handed back. Ten checks to listen for, five red flags to walk out on.
AI and Automation · May 23, 2026
Multi-agent LLM systems fail in production at 41 to 86 percent. Most of the failures trace back to twelve specific decisions teams make in the first month. Here is what they look like and how to undo them.
Infrastructure and SEO · May 22, 2026
Cloudflare R2 charges no egress, S3 has the deepest ecosystem, Supabase Storage hides the wiring. Here is how to pick for a 2026 SaaS without overpaying.
95 articles