work / leadpulse · r&d · 2026
LeadPulse
An outreach engine that drafts, and never sends without you
pipelinesource → audit → match → draft, each stage inspectable
complianceCAN-SPAM enforcement, suppression lists, never auto-sends
engineeringoffline mock LLM provider, migration + DAL tests
in short
An agentic pipeline that does the tedious 80% of outreach — finding businesses, auditing their websites for concrete gaps, mapping gaps to services, drafting evidence-grounded messages — and structurally cannot do the dangerous 20%: it never sends. A human reviews every draft.
It ships with a zero-config demo mode and an offline mock LLM provider, because an AI pipeline you can't test deterministically is a pipeline you can't trust.
stack
Claude Agent SDK · Next.js 16 · SQLite · Zod · Vitest
Private codebase.