/cycle
open source · agent-sdlc
“The single best agentic SDLC framework I've ever seen.” — Head of AI
A language-agnostic, multi-agent framework that drives the whole delivery lifecycle — PRD → tasks → implementation → test → review — through a fleet of orchestrated Claude subagents, with swappable per-language packs and pluggable context sources. Grew from a personal experiment into tooling adopted across the org.
~7adopters across teams
3+teams tried it, incl. execs
13specialized subagents
Claude Codemulti-agentDartMCPOpenRouter
anti-fraud
payments · risk
Card-testing countermeasures
Principal countermeasure developer on a donor-payment platform processing tens of millions monthly. Programmatic detection cut successful card-testing from yearly spikes of ~100k to typically under a few hundred a month.
~720kfraudulent txns prevented / 2yr
100k→<300per spike → per month
identity resolution
multi-monolith
Customer identity service
Modeled and built a service that reconciles customer records scattered across acquisition-era monoliths into single billable entities — chapters, fiscal-sponsor relationships, intentional and accidental EIN overlaps. Backed by a multi-key cache.
45k→37krecords → resolved entities
173→14mscached response (~12×)
1platform
architecture
Monolith → services
Refactored CRM provisioning into tight, Clean-Architecture units, then drove extraction of billing and provisioning logic out of the monolith into cross-monolith microservices — co-designing the services that replace it.
~14kLOC lifted from the monolith
16servers, capacity-aware
platform admin
TypeScript · NestJS
Internal command center
A service that wraps commands across the company's portfolio of applications, giving admins, superusers, and support one control surface over otherwise disconnected systems.
2→6apps wrapped this year
1surface, many monoliths