Developer Foundations

FRAMEWORKS THAT REMOVE. GUESSWORK.

/// FOUNDATION_COMPONENTS Make the right shape of system obvious and testable. Foundation components for institutional‑grade development.

EXPLORE COMPONENTS REQUEST BRIEFING
SCHEMAS
PROTOCOLS
EVALUATION

Purpose

Remove guesswork by making the right shape of system obvious and testable. Our frameworks provide the foundation that developers need to build institutional‑grade systems from day one.

New Release

SwapLayer

The Anti-Vendor-Lock-in Framework. Switch payment, email, and storage providers with a single line of config.

EXPLORE SWAPLAYER
# settings.py
SWAP_LAYER = {
  'payments': {
    'provider': 'stripe',
    # 'provider': 'braintree',
  },
  'email': {
    'provider': 'ses'
  }
}
New Release

GeoCanon

The Global-Ready Django Framework. 190+ jurisdictions, dial codes, flags, timezones, languages, and public holidays — one canonical source of truth.

EXPLORE GEOCANON
# settings.py
GEOCANON = {
  'default_jurisdiction': 'United Kingdom',
  'default_language': 'en',
  'enable_form_widgets': True,
}
Coming Soon

AccessGate

Data access layer with built-in security controls, policy enforcement, and auditable permissions by default.

EXPLORE ACCESSGATE
# access_policy.yaml
resource: customer_records
controls:
  - least_privilege
  - row_level_filters
  - audit_trail
encryption: at_rest_and_in_transit

DEVELOPER
FOUNDATION.

Complete framework components that eliminate guesswork and provide institutional-grade foundations from day one.

Data & Schema

Canonical entities with typed IDs, migration discipline, and retention policy compliance.

  • Collision-resistant ID generation
  • Version-embedded migrations
  • Policy-compliant retention
View schemas

Protocol Engine

Versioned procedures with role gates, attestations, and immutable audit trails.

  • Pre/post-condition validation
  • Segregation of duties enforcement
  • Immutable event logging
View protocols

Evaluation Harness

ML model testing with regression gates and bias detection.

View tests

Integration Kit

Import/export adapters and cross-system connectors.

View adapters

Four Core Components

Each component solves a fundamental infrastructure problem with clear interfaces and export guarantees.

Data & Schema

  • Canonical entities (people, incidents, exposures, assessments, controls, attestations)
  • Typed IDs with collision detection
  • Migration discipline with version embedding
  • Retention helpers with policy compliance

Protocol Engine

  • Versioned procedures with pre/post‑conditions
  • Role gates and segregation of duties
  • Attestations and evidence capture
  • Immutable event log with diff & rollback

Evaluation Harness (ML)

  • Datasets registry with provenance tracking
  • Metrics registry with composable functions
  • Regression gates with automatic rollback
  • On‑device benchmark suite

Integration Kits

  • HRIS/EHR/IdP/Records adapters
  • Queue patterns with back‑pressure handling
  • Observability with structured logging
  • Idempotency primitives

Design Tenets

Principles that guide every framework decision.

Export by default

CSV/JSON/Parquet with schema versions embedded. Your data, your format.

Deterministic builds

Reproducible artifacts with checksums. Same input, same output, every time.

No hidden magic

Explicit configuration over convention. You should know what's happening.

Artifacts to publish

Reference schemas

Machine‑readable + printer‑friendly

Protocol specification

BNF/JSON schema with examples

Eval harness docs

Sample notebooks + CI recipe

Version policy

Deprecation calendar

Framework planning guide

Choose the right foundation in minutes

Most teams do not fail because they picked the wrong cloud. They fail because critical behaviors are hidden in glue code. These frameworks expose the same behaviors as explicit contracts so teams can reason, review, and migrate safely.

Start with SwapLayer if…

  • • You rely on one payment, auth, email, or storage provider.
  • • Your team wants a controlled migration path between vendors.
  • • You need consistent error semantics across integrations.

Start with GeoCanon if…

  • • Your product operates across countries or legal jurisdictions.
  • • You maintain fragmented locale, phone, timezone, or holiday data.
  • • Compliance and localization logic is duplicated across services.

Layer both when…

  • • You run regulated workflows in multiple markets.
  • • You need provider resilience plus jurisdiction-aware behavior.
  • • You want one architecture standard for every new product team.

What teams typically ship in the first 30 days

Week 1–2

Install one framework in a non-critical path, validate data contracts, and publish an internal reference implementation.

Week 3–4

Move one production flow end-to-end, add CI contract tests, and establish a migration playbook for the next service.

Ready to build?

Get started with our frameworks or request a technical briefing for your team.

REQUEST TECHNICAL BRIEFING READ THE DOCS