automation
We run 60+ scheduled timers on a single VPS. For months, many of them fired on fixed intervals — every 30 minutes, every hour, every 6 hours — regardless of whether there was actually work to do. The AI lead generator ran every 4 hours even when the pipeline already had 12
stripe
The Pain Point You have a productized service. A customer pays. Now what? If you're like most small teams, the answer is: someone gets an email, someone remembers to run the thing, someone exports the report, someone sends it to the customer. Maybe that takes an hour. Maybe
lead scoring
Every freelancer and small agency knows the feeling: you open your inbox to 40 new job postings, 12 inbound inquiries, and a handful of marketplace notifications. By the time you've read through them all, triaged the duds, and identified the two or three worth pursuing, ninety minutes have
architecture-decision-record
At Ledd Consulting, we run 25 microservices, 60+ systemd timers, and 7 AI agents in production. Every morning at 9 AM EST, a daily playbook fires: it drafts proposals for top job matches, checks marketplace activity, generates outreach emails, publishes an SEO blog post, and emails a summary of every
CI/CD
Every developer knows the ritual. Open a PR, wait for CI, watch a bot comment pile up: ESLint found 3 errors, TypeScript compilation failed, build check returned non-zero. Mentally context-switch back into the code, fix two semicolons and a missing type annotation, push again, wait again. Across our 25-service platform