File three docsReviewed under the strategic-relevance track: - 2026-06-28-vision-sanity-check.md (Claude Opus 4.8): the idea-level review. Six findings S1-S6 (wedge emphasis, differentiation valley, compliance paradox, turn-taking ownership at the tap, solo scope vs. category timing, reframe to boundary+data loop as moat). - 2026-06-28-gtm-path.md (Claude Opus 4.8): the GTM/positioning/ pivots review. Seven findings G1-G6 + R1 (revenue-vector sequence, CLA before contributor #2 — the time-sensitive irreversible one, services as early engine, hosted = BYO-cloud, open-core seam, funding fork; plus pressure-test R1 gating the outbound beachhead). - 2026-06-29-strategic-reviews-post-pivot-rescore.md (GLM-5.2): re-scores every vision + GTM finding against ADR-0007 (rent the trunk) + ADR-0008 (FOB / green-zone doctrine). Most findings strengthened or ratified by the pivot. One finding flagged as needing active user decision rather than doc-only action: G2 (CLA posture), because ADR-0008 explicitly states multiple coding agents now work this repo and every commit without a CLA in place erodes the dual-license / AGPL / paid-embedding options. Per AGENTS.md, ratifying strategy/ADR changes warrants the user's signoff — this commit files the reviews and re-score as input to that decision, not the decision itself. The user's pivot changes (ADR-0007, ADR-0008, AGENTS, README, ARCHITECTURE, PORT_PLAN, Cargo.toml, ADR-0003 status flip) are unstaged in the working tree on this branch and remain the user's to commit.
Rutster
The open-source engine for building the AI-era contact center — self-hostable, AI-native, memory-safe Rust. A spiritual successor to Asterisk's place in the world, not its protocols or its architecture.
Not a port of Asterisk. rutster inherits the role Asterisk held — the self-hostable engine a technical builder uses to stand up a contact center — and re-aims it at a category AI is actively disrupting, instead of a PBX category UCaaS already ate.
Quickstart
# Prereqs: Rust (rustup), libopus dev headers (libopus-dev / opus-devel / brew install opus)
cargo run
# listening on http://0.0.0.0:8080
Open http://localhost:8080/ → click "Start call" → grant mic → hear yourself echo.
Full walkthrough + troubleshooting: docs/QUICKSTART.md.
Status: Slice 1 (WebRTC media loopback) is the active build target. The workspace is landing task-by-task on the
slice-1-webrtc-loopbackbranch. Design:docs/superpowers/specs/2026-06-28-slice-1-webrtc-loopback-design.md. Implementation plan:docs/superpowers/plans/2026-06-28-slice-1-webrtc-loopback.md.
Documentation
| Doc | For when you want to… |
|---|---|
docs/QUICKSTART.md |
Run it in 5 minutes |
docs/DEVELOPMENT.md |
Iterate on the codebase (workspace layout, per-crate testing, dev loop) |
docs/ARCHITECTURE.md |
Understand the fused per-call vertical + composable platform + agent tap |
docs/PORT_PLAN.md |
See every Asterisk subsystem mapped to a disposition (capability checklist, not template) |
docs/adr/ |
Load-bearing architecture decisions |
AGENTS.md |
Project orientation for any agent (human/AI/hybrid) working in the repo |
CONTRIBUTING.md |
Trunk-based dev workflow, CI gates, commit style, review checklist |
LEARNING.md |
Index of "to learn concept X, read file Y" (learner-facing codebase) |
Why it exists
Asterisk won because contact centers were built on it (Vicidial, GOautodial, a thousand integrator builds) — it never tried to be Five9. rutster inherits that position: it is a framework / engine, not a turnkey product.
The white space no incumbent fills:
| Competitor | What they are | rutster's edge |
|---|---|---|
| LiveKit | Horizontal real-time media infra (Go) | rutster owns the contact-center domain (ACD, IVR, queues, recording, CDR, dialer, supervisor) LiveKit will never ship |
| Cloud CCaaS (Five9, Genesys, NICE, Amazon Connect, Twilio Flex) | Proprietary, AI bolted on | Self-hostable, AI-native, no per-seat/minute lock-in |
| Cloud AI-voice (Vapi, Retell, Bland) | Cheap managed voice bots | You own your calls and training data; it's a contact center (escalation, queues), not a single bot |
| Dated OSS (Vicidial, FreePBX) | Self-hostable, Asterisk-era | Modern, AI-native, memory-safe Rust |
The wedge is a coherent combination, not a silver bullet:
- No-GC real-time determinism — tight turn-taking / barge-in / jitter in a no-GC loop.
- One secure auditable boundary — trunk termination + media + spend/abuse control + audit in a single memory-safe trust domain. One thing to certify (strongest for PCI / HIPAA / TCPA).
- Operational simplicity — one binary, one bill, one deploy.
Honest caveat: the agent brain (STT/LLM/TTS) is necessarily external — audio leaves the box to reach it, same as LiveKit. The real-time edge therefore lives in the local reflexes that don't need the brain (VAD killing TTS the instant the caller speaks, barge-in, jitter, pacing, DTMF), not the brain round-trip. The moat is the whole.
Who it's for
The modern equivalent of the 2006 Linux-nerd-who-stood-up-Asterisk-for-an-SMB: the CLI/IDE/AI-comfortable self-hosting technical builder — runs Claude Code in a terminal, lives in an editor with an AI pair, versions everything in git, self-hosts on principle. Not the no-code admin clicking a flow-designer canvas. The builder serves the non-technical operator downstream, exactly as integrators did on top of Asterisk.
What it is / isn't
- Is: a Rust media core owning the per-call vertical (trunk SIP termination + RTP/SRTP media
- local real-time reflexes + a clean audio tap to an external brain + in-boundary spend/abuse control); a programmable call model exposed as a REST/gRPC API + event stream; WebRTC-first human ingress; a library of contact-center capabilities (ACD, IVR, queues, recording, CDR, dialer, supervisor) delivered as services around the core.
- Isn't: a TDM/PSTN-hardware PBX. No DAHDI, no Sangoma/Digium cards, no ISDN/SS7, no IAX2/H.323/SCCP/MGCP/Unistim. PSTN reach is via SIP trunks only. Inbound SIP endpoint registration (desk phones) is deferred to an out-of-tree edge adapter — not the browser/SSO UX rutster targets.
Core design pillars
- Memory-safe by construction — Rust everywhere on the hot path; fuzzed sans-IO protocol parsers. Hostile bytes hit a fuzzed Rust parser first. Eliminates the buffer-overflow/RCE CVE class — and, with the C SBC edge dropped, this is literally true at the wire.
- Security-as-product — the single auditable boundary is the moat. TLS/SRTP mandatory, deny-by-default routing, built-in toll-fraud controls, mTLS gRPC admin (no plaintext AMI), hard multi-tenancy. Compliance is a buying criterion, not a row.
- In-boundary spend / abuse control — spend caps and abuse/pacing control live inside the trust boundary, co-located with trunk termination. A runaway brain can't exceed pacing or spend because it doesn't hold the wire — structurally impossible for a 3-vendor stack.
- Data ownership — calls and training data never leave the operator's infra. The self-host wedge and the fuel for the ML self-improvement loop.
- Degradation, deterministic, observable — no-GC real-time loop; OpenTelemetry traces that
follow a single call across the boundary; config-as-data, not
.conffiles edited on a box. - Operational simplicity — one binary, one bus, one deploy (
compose up).
Layout
docs/ARCHITECTURE.md— the fused per-call vertical + composable horizontal platform; the agent tap as the central interface.docs/PORT_PLAN.md— the capability checklist (what a telephony system must handle), not an architecture template. Every Asterisk subsystem mapped to a disposition with rationale.docs/adr/— decisions. Highlights:
Status
Slice 1 (WebRTC media loopback) implemented; spearhead steps 2–6 pending. The vision revision and ADRs define the architecture; the slice-1 design documents the active build.
First proof (the spearhead)
The full thin slice, sequenced so each step is its own proof — never a big bang:
- WebRTC media loopback (terminate RTP/SRTP, echo audio to a browser) — proves the media core
- Add the tap (route audio to an external echo process and back) — proves the tap interface
- Swap echo for the brain (ideally a single speech-to-speech API, e.g. OpenAI Realtime, to collapse STT+LLM+TTS into one integration) — proves agent integration
- Add barge-in (VAD-driven playout kill) — proves the reflex
- Replace WebRTC ingress with a real PSTN trunk call — proves the trunk client
- Add the spend cap (hard-stop at threshold) — proves the boundary
Steps 1–4 are the reflex loop — the hard, most-differentiating part proves itself before trunk integration piles on. "I called my Rust box and an AI answered the phone" is the momentum fuel a solo multi-year build needs.
Capability ladder (the grand vision, incrementally)
| Rung | Capability | Reuses |
|---|---|---|
| 1 | Self-serve — AI answers, contains the call | the thin-slice first proof |
| 2 | Escalation — human agent barges in / takes over when AI breaks down | the audiohook/barge primitive |
| 3 | Measurement — containment rate, where/why AI failed | CDR + analytics on calls you own |
| 4 | Self-improvement — every takeover → auto-labeled training data → loop | rungs 1–3 compounding |
License
GPL-3.0-or-later (ADR-0004). Strong copyleft in the Asterisk lineage, modernized one notch. The license is the floor, not the moat — the wedge is.