Playbook Specifications
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Adaptis
Structured PersuasionSRE IMPACT 10/10APACHE 2.0 OPEN-SPECOTEL NATIVE

Adaptis

Dynamic Email Sequencer: Behavioral Multi-Touchpoint Lifecycle Email Sequencer

Target Environment:Google Cloud Run / GKE / Self-Hosted Docker
Runtime License & Deployment Tier
Open-Core Developer SDK • Dedicated Enterprise SLA
Active Spec v2.4
$npm install @planetjdigital/adaptis
GitHub
Sub-5ms In-Memory Overhead • Zero Data Retention (ZDR) Compliant
🛡️

Autonomous Multi-Model Adversarial Fuzzing Certified

Continuous stress-testing against prompt injections, cyclic parameter drift, and upstream rate limits via Llama 3.3 70B & DeepSeek-R1 (Autonomous Fuzzing).

Robustness Score98/100 PASSED
01Developer Quickstart • Integration Interface

Production Runtime Specification (Adaptis)

Direct integration contract for Adaptis. Deployable as a native microservice or imported directly into your agent runtime.

"""
Adaptis: Dynamic Email Sequencer & Behavioral Funnel Adapter
"""
from pydantic import BaseModel

class UserSignal(BaseModel):
    lead_score: int
    visited_pricing: bool
    email_fatigue_days: int

class SequenceStep(BaseModel):
    dispatch_allowed: bool
    template_variant: str
    target_subject: str

class AdaptisEmailSequencer:
    def route_sequence(self, user: UserSignal) -> SequenceStep:
        if user.email_fatigue_days < 2:
            return SequenceStep(dispatch_allowed=False, template_variant="SUPPRESSED", target_subject="")

        if user.visited_pricing and user.lead_score > 70:
            return SequenceStep(
                dispatch_allowed=True,
                template_variant="ENTERPRISE_INFRA_SLA",
                target_subject="Deterministic Multi-Agent SLA & Architecture Review"
            )

        return SequenceStep(
            dispatch_allowed=True,
            template_variant="DEVELOPER_QUICKSTART",
            target_subject="Deploy your first open-spec agent in < 5 minutes"
        )
02The Problem & Impact

Production Failure Modes Addressed

⚠️ The Unaddressed Failure Mode

Lifecycle email sequences fail to adapt dynamically to customer behaviors or multi-channel inventory shifts, sending irrelevant generic reminders.

⚡ Why Brittle Retries Fail

Using static trigger delays (e.g. Wait 3 days) regardless of whether the customer has interacted with other touchpoints.

💎 The Deterministic Resolution

Sequence guarantees strict FIFO ordering for asynchronous webhooks by maintaining distributed epoch counters and partition buffers, ensuring state-dependent events are applied in exact chronological sequence.

03System Architecture

Autonomous State Machine & OTel Telemetry

Interactive trace visualizer showing ingress gating, in-memory state transition, and OTel emission.

Adaptis• Visual Runtime State Machine
Lead Intent & Behavior Trigger
Pageview Depth • Webinar Attendance • Feature Click
INGRESS
Behavioral State Machine
Customer Lifecycle Stage Check
STAGE: EVALUATION
Email Fatigue Shield
Unsubscribe & Frequency Guard
FATIGUE SAFE
CORE RESOLUTION STAGEBRANCH SELECTION < 2.1ms
Adaptis
Selecting dynamic email variants and adapting copy angles based on live buyer telemetry...
Branch: High Intent
Variant: Technical Case Study
Fatigue Index: Safe
Dispatched Personalized Email
Optimal Open-Rate Angle
Frequency Cap Suppression
Delayed To Next Window
Customer.io / HubSpot Dispatch
Attribution Event Tracked
COMMITTED
1. Ingress Gate

Behavioral State Machine & Lifecycle Stage Checker

2. Core Processing

Anti-Fatigue Frequency Capping & Suppression Shield

3. Egress Enforcer

Multi-Armed Variant Selector & Copy Angle Adapter

4. OpenTelemetry

Customer.io & HubSpot Dynamic Dispatch Pipeline

04Enterprise Readiness

Enterprise Runtime Specifications & SLA

Zero Data Retention (ZDR) Architecture

Operates strictly in-memory. Prompts and tool arguments are zeroized immediately following circuit evaluation.

VPC & Google Cloud Run Topologies

Deployable as an ephemeral sidecar, containerized Cloud Run microservice, or in-process Python/TS library.

Deterministic Circuit Breaker SLA

99.95% production uptime commitment with automatic graceful degradation on upstream LLM provider outages.

Open-Spec Code Ownership

Full Apache-2.0 core licensing. You maintain absolute ownership of your deployed infrastructure and workflows.

05Verification & Telemetry

Production Benchmark Telemetry

Empirical test telemetry from continuous integration regression suites.

< 3.2ms
P95 Ingress Overhead
100%
Cycle Interception
0 B
Disk State Persisted
99.95%
Service SLA Target

Deploy Adaptis to Your Production Cluster

Explore the open-source specification on GitHub or connect with our engineering team to deploy a private, dedicated sandbox cluster on Google Cloud.