Atlas
A maintained map of AI engineering signal. We maintain the graph — you review the signal.
Topics
Context Engineering
Deciding what belongs in an agent’s context window — and what to leave out — so the model spends its budget …
4 connected · updated Jul 2, 2026
Coding Agents
Agents that read, write, and refactor code autonomously or semi-autonomously — Cursor, Claude Code, Codex, a…
3 connected · updated Jul 2, 2026
Evals
Small, fast test sets that measure whether an agent or model change made behavior better or worse.
3 connected · updated Jul 1, 2026
MCP
Model Context Protocol — the open standard for connecting agents to tools, data, and memory.
1 connected · updated Jun 30, 2026
Agent Memory
Mechanisms that let agents retain and recall project facts across sessions — memory servers, context files, …
2 connected · updated Jun 30, 2026
Interface Quality
Taste references that map to concrete product decisions — motion timing, density, editorial rhythm.
2 connected · updated Jun 25, 2026
Recently Updated Nodes
AnthropicOfficial ReleaseOfficial Source
Claude Code ships subagents in isolated context windows
Long refactors no longer pollute the parent context — a child agent does the noisy work and reports back.
AI EngineerAI Engineer TalkTranscript Verified
Context engineering for coding agents — AI Engineer World’s Fair
A reusable framework for deciding what belongs in an agent’s context window and what to leave out.
GitHubGitHub RepoFounder Tested
mcp-memory: a working memory server for agent sessions
Persists agent memory across sessions with a small, auditable schema.
CursorChangelogOfficial Source
Cursor updates its tab model for multi-file edits
Multi-file edits now preview as a single reviewable diff before apply.