Proof

Public code — wisptools & Chrysalis.

wisptools.io proves the ops discipline in production (MIT, theorem6/WISP-Management). Chrysalis source lives at github.com/4GEngineer/chrysalis — early, PHP-first verification migration; pilots stay scoped one system at a time.

Primary engine Private alpha Open core (MIT) — coming Pilots open

Chrysalis — the verification-backed migration engine

github.com/4GEngineer/chrysalis · MIT intent · early development

Chrysalis is the verification layer AgenticOps brings to every pilot: work is scoped to one bounded legacy system at a time — typically a PHP-heavy slice (custom apps, framework stacks, long-lived .php estates). We capture what that slice actually does, replay it against candidate implementations (new runtime, refactored module, or translated surface), surface mismatches honestly, and run chimera-style cutover until behavior earns parity. That loop was distilled from the same shipping discipline that produced wisptools.io — agents accelerate; humans gate; proof decides. Not vibe-coded rewrites — proof-grounded translation.

What exists today (facts)

Public proof: the WISP-Management / wisptools.io codebase — multi-tenant operations platform, MIT-licensed, linked below — demonstrates agent-assisted delivery at production scale.

Chrysalis: lives in its own repository (4GEngineer/chrysalis), separate from WISP-Management. The engine is early; engagements run as private alpha pilots — still one legacy system at a time. Capabilities below describe what we’re building toward; production-hardening tracks pilot feedback.

Engine shape (pilots)

  • Oracle corpus capture from running PHP slices
  • Deterministic replay harness
  • Behavioral diff & coverage
  • Honest partial translation (“holes”)
  • Chimera cutover orchestration

Where it fits

  • Legacy PHP (primary proving surface)
  • Perl / classic .NET — same verify pattern
  • Monolith → service decomposition
  • Language & framework migrations
  • Risk-bounded refactors at scale

Status

Live sub-brand Telecom · Multi-tenant SaaS Open source · MIT

wisptools.io — production proof of the AgenticOps method

Before AgenticOps was a brand, it was a discipline — and wisptools.io was the proving ground. A multi-tenant operations platform for WISP / ISP networks: LTE/5G planning, Voice / SIP & UC, HSS subscribers, CBRS, TR-069/GenieACS, ArcGIS mapping, and a Bandwidth Test Manager. Architected and shipped end-to-end with agents, in production, MIT-licensed.

Built with

  • SvelteKit · Node · Firebase · MongoDB Atlas
  • GCE · Cloud Run · ArcGIS · GenieACS
  • The same loop AgenticOps now sells

Supporting proofs of concept

📶

Bandwidth Test Manager

Scheduled Ookla & iperf3 throughput probes with web UI and SLA hooks.

🧩

Module Manager

Deployment orchestration for operator backends — validate and roll back.

📞

Voice / SIP & UC

Tenant-scoped voice stack wired to customer records.

🛰️

Distributed EPC + HSS

Multi-region LTE core and TR-069 on a modern cloud stack.

🗺️

Field App (mobile)

React Native Android app for field techs: QR equipment scan, tower documentation, vehicle inventory, photos — same Firebase auth and multi-tenant backbone as the web suite.

Your platform

Legacy stack that needs to move forward? Start with a Pilot.