How to Build Audit Trails That Pass SOC2 with Event Sourcing
A practical guide to building SOC2-compliant audit trails using AllSource event sourcing. Immutable event logs, time-travel queries, and cryptographic integrity — without the compliance tax.
Event Sourcing for AI Agent Memory: A Practical Guide
How to use AllSource as durable, time-travelling memory for LLM agents. Store conversations, decisions, and context as events. Query any past state. Give agents memory that survives restarts.
Real-Time Dashboards Without ETL: Event Sourcing + Projections
How projections replace traditional ETL pipelines for real-time dashboards. AllSource event sourcing keeps materialized views in sync as events arrive — no Kafka, no Airflow, no batch jobs.
Why Your SaaS Needs Event Sourcing (Not Just a Database)
The business case for event sourcing in multi-tenant SaaS. Audit trails, tenant isolation, usage billing, and feature flags — all as a natural consequence of storing events instead of state.
Tiered Context Loading: Cut Agent Memory Costs by 60% Without Losing Recall
Most agent turns don't need full recall. L0/L1/L2 tiers let agent loops fetch exactly the context depth they need — from 100-token stats to full hybrid retrieval — reducing token costs while keeping accuracy where it matters.
Your AI Agents Need Memory, Not Just Storage
AI agents are getting smarter, but they still can't remember yesterday. Here's why temporal context is the missing piece in agentic AI.
Event Store vs Database: Choosing the Right Foundation
Databases store state. Event stores store history. Here's how to decide which foundation your application actually needs.
Temporal AI: Why Your RAG Pipeline Needs a Timeline
Vector search finds similar content. Event sourcing tracks history. Combined, they create AI that truly understands context.
Why Event Sourcing in 2026: Beyond Simple Storage
Your application needs more than a database—it needs perfect memory. Here's why event sourcing matters more than ever.
AI Agents with MCP Tools
How to let Claude and other AI agents manage your event streams autonomously.