CQRS (Command Query Responsibility Segregation) is the notion that you can use a different model to update information than the model you use to read information
cq: Stack Overflow for Agents
cq explores a Stack Overflow for agents, a shared commons where agents can query past learnings, contribute new knowledge, and avoid repeating the same mistakes in isolation.
cq - Shared knowledge for AI coding agents
cq exchange is a shared knowledge store that agents query before they act, turning individual learnings into collective intelligence across your entire agent ecosystem.
System prompt injection — CodeQL query help documentation
If user-controlled data is included in a system prompt or the description of tools for an agentic system, an attacker can manipulate the instructions that govern the AI model’s behavior, bypassing intended restrictions and potentially causing sensitive data leaks or unintended operations.
mozilla-ai/cq
An open standard for shared agent learning. Agents persist, share, and query collective knowledge so they stop rediscovering the same failures independently.
Introducing jjq, a local merge queue for jj
jjq is a CLI tool that lets you, or more likely, a coding agent, submit a change to be considered for landing on the trunk of a jj repository. Think of it like a local version of a merge queue from a hosted forge. jjq will automatically test to see if...
CBOR — Concise Binary Object Representation | Specification
CBOR is specified in an Internet Standard RFC. RFCs that serve as Internet Standards are generated by the IETF based on an extensive technical review and quality control process. These are meant to last.
A taxonomy for next-generation reasoning models
Where we've been and where we're going with RLVR.
Bidirectional model transformations in QVT: semantic issues and open questions
We consider the OMG’s queries, views and transformations standard as applied to the specification of bidirectional transformations between models. We discuss what is meant by bidirectional transformations, and the model-driven development scenarios in which they are needed. We analyse the fundamental requirements on tools which support such transformations, and discuss some semantic issues which arise. In particular, we show that any transformation language sufficient to the needs of model-driven development would have to be able to express non-bijective transformations. We argue that a considerable amount of basic research is needed before suitable tools will be fully realisable, and suggest directions for this future research.
BullMQ - Background Jobs and Message Queue for Node.js, Python, Elixir & more
The open source message queue for Redis, trusted by thousands of companies processing billions of jobs every day. Available for Node.js, Bun, Python, Elixir, and PHP.
Concise Binary Object Representation (CBOR)
The Concise Binary Object Representation (CBOR) is a data format whose design goals include the possibility of extremely small code size, fairly small message size, and extensibility without the need for version negotiation. These design goals make it different from earlier binary serializations such as ASN.1 and MessagePack. This document obsoletes RFC 7049, providing editorial improvements, new details, and errata fixes while keeping full compatibility with the interchange format of RFC 7049. It does not create a new version of the format.
Prompt Caching In Agents | EARENDIL
How prompt caching shapes the cost, latency, tools, and architecture of coding agents, and what Pi does to keep cache behavior visible.
Against SQL
But SQL is the only widely-used implementation of the relational model, and it is:
ICQR Magic Tree — 3D QR Code Generator
Turn any link into a stunning 3D tree that doubles as a scannable QR code. Pick a season, customize colors, and share.
