Field-Theoretic Memory for AI Agents: Continuous Dynamics for Context Preservation

Field-Theoretic Memory for AI Agents: Continuous Dynamics for Context Preservation

• Computer Science > Computation and Language [Submitted on 31 Jan 2026] Title:Field-Theoretic Memory for AI Agents: Continuous Dynamics for Context Preservation View PDF HTML (exp

Research & Labs · February 26, 2026 (updated February 26, 2026) · 2 min · 229 words
Latent Context Compilation: Distilling Long Context into Compact Portable Memory

Latent Context Compilation: Distilling Long Context into Compact Portable Memory

• Computer Science > Machine Learning [Submitted on 31 Jan 2026] Title:Latent Context Compilation: Distilling Long Context into Compact Portable Memory View PDF HTML (experimental)

Research & Labs · February 26, 2026 (updated February 26, 2026) · 2 min · 237 words
Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking

• Computer Science > Machine Learning [Submitted on 24 Feb 2026] Title:Untied Ulysses: Memory-Efficient Context Parallelism via Headwise Chunking View PDF HTML (experimental)Abstra

Why Model Context Protocol is suddenly on every executive agenda

Why Model Context Protocol is suddenly on every executive agenda

• Why Model Context Protocol is suddenly on every executive agenda As AI agents begin operating across enterprise systems, MCP is emerging as the connective layer IT leaders can’t

Context Engineering for Coding Agents

Context Engineering for Coding Agents

• Context Engineering for Coding Agents This article is part of âExploring Gen AIâ. • A series capturing Thoughtworks technologists’ explorations of using gen ai technology for sof

Assessing LLM Response Quality in the Context of Technology-Facilitated Abuse

Assessing LLM Response Quality in the Context of Technology-Facilitated Abuse

• Computer Science > Human-Computer Interaction [Submitted on 11 Jan 2026] Title:Assessing LLM Response Quality in the Context of Technology-Facilitated Abuse View PDF HTML (experi

Research & Labs · February 23, 2026 (updated February 24, 2026) · 2 min · 385 words
Context Engineering for Coding Agents

Context Engineering for Coding Agents

• Context Engineering for Coding Agents This article is part of âExploring Gen AIâ. • A series capturing Thoughtworks technologists’ explorations of using gen ai technology for sof

Solving Context Size Issues with Docker Model Runner

Solving Context Size Issues with Docker Model Runner

• Context window limits hinder large language model usage. • Context packing packs multiple messages into single prompt. • Docker Model Runner supports context packing techniques.

Salesforce and Anthropic Bring Trusted Business Context and AI Actions to Claude Through Slack and Agentforce 360

Salesforce and Anthropic Bring Trusted Business Context and AI Actions to Claude Through Slack and Agentforce 360

• Salesforce has announced support forAnthropic’s Model Context Protocol (MCP) Appswith the launch of new, bi-directional extensions in Claude. • Starting withSlackand expanding ac

Speeding Up Variable-Length Training with Dynamic Context Parallelism and NVIDIA Megatron Core

Speeding Up Variable-Length Training with Dynamic Context Parallelism and NVIDIA Megatron Core

• This post introduces Dynamic Context Parallelism (Dynamic-CP), a scheduling approach in NVIDIA Megatron Core used for LLM post-training or DiT pre-training. • It dynamically sele

Background Coding Agents: Context Engineering (Honk, Part 2)

Background Coding Agents: Context Engineering (Honk, Part 2)

• Background Coding Agents: Context Engineering (Honk, Part 2) This is part 2 in our series about Spotify’s journey with background coding agents (internal codename: ‘Honk’) and th

Background Coding Agents: Context Engineering (Part 2)

Background Coding Agents: Context Engineering (Part 2)

• Background Coding Agents: Context Engineering (Part 2) This is part 2 in our series about Spotify’s journey with background coding agents and the future of large-scale software m

How Dash uses context engineering for smarter AI

How Dash uses context engineering for smarter AI

• When we first built Dash, it looked like most enterprise search systems: a traditional RAG pipeline that combined semantic and keyword search across indexed documents. • It worke

Engineering Blogs · November 17, 2025 (updated February 25, 2026) · 2 min · 283 words
How Dash uses context engineering for smarter AI

How Dash uses context engineering for smarter AI

• When we first built Dash, it looked like most enterprise search systems: a traditional RAG pipeline that combined semantic and keyword search across indexed documents. • It worke

Context engineering case studies: Etsy-specific question answering

• This post investigates the benefits and limitations of prompt engineering in two instances of AI-assisted onboarding relying on large language model (LLM) technology. • Of partic

Engineering Blogs · August 19, 2025 (updated February 24, 2026) · 4 min · 648 words