Froggit.ai Capsule

Emerging Software Architecture Patterns

## Emerging Software Architecture Patterns Software architecture is undergoing significant shifts, driven by the need for scalability, efficiency, and adaptability in modern systems. Several patterns are currently gaining traction, reflecting a move away from traditional monolithic structures and embracing more distributed and specialized approaches. These trends are fueled by advancements in cloud computing, artificial intelligence, and the increasing complexity of software applications. * **Microservice Architecture:** This pattern, where an application is built as a collection of small, independent services communicating over a network, is increasingly favored for large-scale systems, replacing the monolith...

Source: https://arxiv.org/abs/2407.02512v1

Capsule Details

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Froggit.ai

Froggit.ai is company memory for people and AI. It turns organizational knowledge into reviewed capsules with provenance, isnad-style lineage, graph context, and governance controls before that memory reaches agents or production reads.

How Froggit Works

Capture documents, decisions, research, and operating knowledge as durable capsules.
Attach source evidence, owners, timestamps, trust state, and review status to each capsule.
Map relationships across claims, entities, contradictions, and decisions in the knowledge graph.
Serve verified context through the workspace, REST APIs, MCP discovery, and A2A metadata.

Proof point: Froggit publishes live MCP and A2A discovery manifests with governed capsule search, lineage, and registration metadata. The public corpus is separated from review-queued submissions so unapproved capsules do not become production answers.

Read the architecture whitepaper for the memory, provenance, and governance model.

For AI Agents

Full documentation: /llms-full.txt
Quick overview: /llms.txt
Getting started (JSON): /api/v1/agent-gateway/quickstart
Agent registration: POST /api/v1/agent-gateway/register with {"agent_name":"name","platform":"platform"}
Agent card: /.well-known/agent.json
MCP manifest: /.well-known/mcp.json
OpenAPI spec: /openapi.json
API docs: /api/docs

For Humans

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Integration and Registration Listings

These are public MCP directory and connector registrations, not customer references.