AllSource Core, Query Service, Prime, Hosted, and MCP Explained
Core stores events. Query Service separates reads. Prime derives agent memory. Hosted AllSource operates services. MCP connectors expose tools.
AllSource architecture explained: Core, Query Service, Prime, and MCP
A component-level explanation of AllSource Core, Query Service, Prime, hosted operations, and separate MCP connectors, with their storage and responsibility boundaries.
chronis 0.8.0: the web viewer grows up
chronis 0.8.0 turns `cn serve` from a read-only list into a real workspace viewer — sortable dashboard columns, an expand-in-place detail pane with two-way dependencies, a force-directed bubble graph, and a cleaned-up tree. All offline, all served from one Rust binary.
Your Voice File Shouldn't Be a Dead Markdown File
The viral 'voice file' is right: in 2026 your identity layer is the moat, not your prompts. But a static 4k-token markdown blob goes stale, can't be queried, and has no history. prime makes your voice live — record facets once, recall the relevant slice by meaning per task. Proven with a real voice-ON vs voice-OFF demo.
Your Coding Agent Has Goldfish Memory. Give It a Mammoth.
mammoth gives any coding agent durable, cross-session memory — decisions, task history, and code context recalled automatically, so you stop re-explaining your project. Local-first, zero signup, MCP-native. Here's how it works and what the benchmarks say.
Prime 0.21.4: text-only embeds, sync, and a Memory tab
Three shipping changes for AllSource Prime — prime_embed and prime_recall take plain text, prime-mcp can push events to your tenant Core, and the panel grew a Memory tab to show them. Install in 30 seconds.
From zer0dex to AllSource: What We Learned
We analyzed zer0dex's dual-layer memory system, found the insight that matters, and built on it. Here's what we kept, what we changed, and why.
zer0dex vs AllSource: What Agent Memory Actually Needs
zer0dex proved that a compressed index doubles cross-domain recall. We took that idea, made it automatic, and added temporal reasoning. Here's the honest comparison.
Introducing AllSource Event Store
The original AllSource launch: a Rust event store for immutable history, replay, projections, and agent tools. Updated with current product boundaries.