If you have spent any real time with Claude Code, you have probably noticed the same problem I did. You write the same instructions in the prompt every other day. "Use four-space indentation here." "Always run the linter after edits." "Format commit messages this way." After the third or fourth repeat, it stops feeling like a prompt and starts feeling like missing config. Skills are how Claude Cod
High-performance apps shouldn't be slowed down by the "Copy Tax". I’ve engineered a solution that enables direct memory sharing between the Dart VM and Native C++. No serialization, no cloning, and zero GC pressure. Built for developers handling heavy native data pipelines like ML models, camera feeds, and real-time audio. The Benchmarks (100 iterations): If you're working with camera feeds, ML te
The Work Is Too Specific for Enterprise Software Small and mid-sized teams run on operational content. A law firm receives NDAs, contracts, court filings, and client intake forms. A dental clinic handles referral letters, insurance documents, treatment plans, invoices, and patient forms. An accounting firm processes supplier invoices, receipts, bank statements, and monthly reports. A real estate
The Problem Changed The first version of Iteration Layer was written in TypeScript. That was the obvious choice at the time. The product looked like a normal web app with a normal API surface: accept a request, call a model or processing library, return a response. That shape did not last. Content-processing infrastructure does not behave like a CRUD app once people start using it for real work.
Why Most Crypto Bots Get Sandwiched (And How to Prevent It) If you've ever tried running a crypto trading bot, you've likely encountered the dreaded "sandwich attack." You place a trade, but before it executes, someone else jumps ahead of you, buys the asset, and then sells it back to you at a higher price. Congratulations—you’ve been sandwiched. This isn’t just bad luck; it’s a sophisticated ex
Adding email and calendar tools to an AI agent is mostly an exercise in restraint. Give it 50 commands and the agent gets confused. Give it 5 carefully-chosen ones and it punches above its weight. After running agents against the Nylas CLI for a few months, these are the five I keep coming back to. Each gets exposed via MCP (nylas mcp install) so the agent can call them directly. nylas email send
You ssh'd into a fresh Linux box and you need to send an email. Maybe a backup completed. Maybe a deploy succeeded. Maybe a process crashed and you want a stack trace in your inbox. The traditional path: install Postfix, edit main.cf, configure a smart relay, generate SASL credentials, restart the daemon, and pray nothing else on the box uses port 25. That is the 30-minute path. The 60-second path
Your password-reset flow needs an inbox to test against. Your invitation flow too. Your email-verification gate too. The classic setup is a "[email protected]" alias on a shared mailbox, polling Gmail's API, hoping nothing else lands while the test runs. It is fragile, it leaks state across PRs, and your credentials live in CI. A managed agent account flips this. Each PR gets a fresh inb