composability

一篇技术博客，讲解如何用 TypeScript 中的函数式 Parser Combinator 模式（如 pSeq、pMap）组合小解析器来解析复杂文本，例如把 ping 输出转换为结构化 JSON 对象。

论文提出 Spatial Canvas 接口与海报生成模型 Compo，让用户通过语义、身份、文本和像素四种绑定方式在空间中直接组合生成意图，取代传统的文本提示方式，并支持直接推理与 agentic 模式，实验显示其组合可控性优于通用图像生成与专用海报生成系统。

The author explains why effect systems in programming languages are exciting, offering better control over resource interactions, composability, and testability compared to current systems.

This paper introduces HPSE, a hybrid-policy self-editing method for composable unstructured knowledge editing in LLMs, enabling edited models to answer atomic questions and perform multi-hop reasoning about injected knowledge. The approach uses proactive self-distillation with hybrid rollouts and is validated across multiple LLM backbones and editors.

An analysis of how platform engineering must evolve for AI agents, shifting from rigid golden paths to composable, API-first building blocks that support non-human identities, scoped permissions, and audit trails.

Kent C. Dodds shares an article and YouTube video arguing that the quality of AI agent outputs depends on the design of system primitives—providing agents with well-crafted, composable building blocks narrows their action space and yields reliable results.

This article introduces Onyx, a VM for programmable agent orchestration, turning agent orchestration into software engineering by providing a runtime with clear semantics and execution model. It discusses the design decisions and limitations of current agent systems, and presents the PROGRAMS specification.

The article discusses how LLMs have grown increasingly complex, moving beyond simple transformer stacks to incorporate diverse attention variants, mixture-of-experts, and multimodal encoders, drawing parallels with recommendation systems and emphasizing the need for composable kernel optimization like FlexAttention.

Phinite launches as a multi-agent OS infrastructure layer providing first-class agent identity, composable skills, behavioral evaluation, and cloud-agnostic deployment with built-in observability.

A Twitter thread discussing whether a database filesystem abstraction (PostgresFS) or a skill-based approach with local Bash is better for agent workflows. The skill approach wins on composability and speed.

The tweet discusses the problem of bloat in AI agent harnesses, agreeing with Kaffu's critique that harnesses become "rich man's toys," and advocates for a composable architecture of small, replaceable workers to reduce drift and keep systems cheap and debuggable.

This paper presents a technique for composing data types and functions from independent components, and extends the approach to combine free monads, enabling a modular structuring of Haskell's IO monad.

Matt Pocock asks for feedback on his proposed principles for skills: concise, single-responsibility, composable, progressively disclosed, and harness-agnostic.

Caidan Williams announces an upcoming update to terminal graph, highlighting improved composability.