How to turn a high-friction, multi-step Quilt install into a form a customer fills out once — using a quilt-catalog Ravion module definition wired around the quiltdata/iac modules/quilt Terraform (proposed in quiltdata/iac#127).
Syscalls for Agents: How microcontexts make agents cheaper, safer, and wiser — faster.
Agents need the same invention: an admission-controlled boundary between an untrusted interior and everything that matters. The unit that makes the boundary workable is the microcontext — the smallest independently addressed, typed, provenance-tagged piece of state an agent consumes or emits. Boundary, atom, and one further discipline about how atoms compose: that is the whole architecture.
Podcast Episode: Agents Are the Wrong Security Principal
Mara: That shift in framing is the whole architecture. The proposal is to replace the Agent as the unit of agency with something called a MUSE Act — Mutually Untrusting, Specific, and Ephemeral. Each Act independently asks whether its input is appropriate before proceeding.
Agentless Agentic Systems: How MUSE Acts Compose Wisely.
The usual abstraction for an AI system with initiative is the Agent. An Agent is given a name, a role, a model, memory, tools, credentials, permissions, perhaps a budget, and enough persistence to pursue a goal over time. This is convenient as a programming abstraction. It is a poor protection abstraction.
The PATWU Protocol: MC³ as the Rite of ROTE Civilization
Like machine instructions, this instruction set remains tiny while the applications become unbounded. / Every institutional act becomes a typed MC³ program operating over a ROTE graph…
Pearls Now Supports RO-Crate via Open Package Assembly Language
OPAL (Open Package Assembly Language) is the RO-Crate profile used by Pearls for Package interoperability.
Introducing Pearls: Scaling Agent Memory from Local Repos to Distributed Knowledge Meshes
We didn't set out to replace Beads; we built Pearls because multi-agent systems hit a structural ceiling when forced into relational SQL engines running on local disk.
REIT Club: How Recoding Escapes Information Theory
KUHN / He’s right. / The classification itself has collapsed. // SHANNON / But the codebook remains. // KUHN / That’s precisely the problem. // BRUNER / We’ve mistaken the dictionary for reality…
From Harness to Saddle: Where AI Value Will Ride
But civilization is not built upon power alone. / It is built upon the means by which power becomes governable…
Revenge of the Data Mesh: AI and the Fourth Epoch of Data Management
The history of enterprise data management is a recurring cycle of centralization and decentralization. Each epoch begins when organizations face an explosion of complexity that local teams cannot coordinate on their own. A new centralized architecture emerges to solve the problem. Over time, however, the very mechanisms that enabled coordination become bottlenecks to innovation. The cycle then repeats at a higher level of abstraction.

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