8 min read
What Claude's Dreaming Actually Does: Memory Consolidation Explained
Anthropic's new Dreaming feature reads session logs offline, finds repeat patterns, and merges duplicate memories into a tighter…
The Lab · Written in the open
Lab.
Working notes from the studio. The tools I build, the workflows I keep, the mistakes I paid for.
469 entries · latest 2026-10-22
8 min read
OKLCH-First Color Systems: 5 Patterns and the Wide-Gamut Wins
OKLCH gives you perceptual uniformity, so a 5% lightness change reads as a 5% lightness change at any…
8 min read
Build a Telegram Alert Bot for Shopify Orders in 30 Lines of TypeScript
A Bun serverless function on Vercel turns Shopify orders/create webhooks into Telegram pings in under 5s
8 min read
Solo Studio Invoicing in 2026: Stripe Tax + DATEV Export + USt-VA via API
Stripe Tax handles VAT calculation per customer location automatically across 40+ countries
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Anthropic's 2026-2027 Compute Map: 5 Deals, 10+ Gigawatts, One Solo-Dev Take
Anthropic stacked five compute deals through May 2026: SpaceX Colossus 1, Amazon, Google plus Broadcom, Microsoft Azure, and…
8 min read
PostHog Cloud EU to Self-Hosted: Cost Math and 4 Gotchas I Hit
PostHog Cloud EU bill crossed 180 EUR/month at ~3M events, so I migrated to a self-hosted Hetzner box…
8 min read
Claude Just Shipped Finance Agent Templates: Pitches, Valuations, and Month-End Close
Anthropic shipped ready-to-run Claude agent templates for finance teams covering pitch decks, valuation reviews, and month-end close
8 min read
Anthropic + SpaceX Colossus 1: 300MW, 220K GPUs, and Doubled Claude Limits
Anthropic doubled Claude Code five-hour rate limits for Pro, Max, Team, and Enterprise on May 6, 2026
8 min read
Claude Managed Agents Just Got Dreams, 20-Way Parallelism, and Self-Checking Loops
Claude Managed Agents now ship Dreaming, a memory consolidator that learns from session logs without overwriting your data
8 min read
Shopify Section Rendering API: 6 Patterns That Cut Storefront TTFB by 60%
Cart drawer refresh swaps one section in 180ms instead of reloading the full PDP at 1.2s.
8 min read
Replacing Webpack DevServer With Bun Hot Reload: 14 Lines, 3.2x Faster
Webpack DevServer ate 250MB and took 4.1s to start
8 min read
Why I Ship Blog Articles in Clusters of 3 (Not Daily)
Daily blogging burns you out and scatters topical authority across unrelated posts.