Daily digest
AI digest: 2026-10-26
Highlights
- Context Mode: an MCP server and Claude Code plugin that keeps large tool output
(logs, test runs, web pages) in a sandbox and returns only what the code prints. It
also saves session events so work state survives compaction. Try it with
/plugin marketplace add mksglu/context-mode, then/plugin install context-mode@context-mode. - VS Code 1.143: run one task with several models, let a judge model pick the best
result or merge them (
sessions.chat.compareAgents.enabled). The Copilot harness is now the default for new sessions. - Codex CLI 0.164 presets:
/presetssaves prompts, slash commands, and permission settings in ten slots, and/modeltakes model, effort, and speed inline.
New sources
Agents and tooling
- Context Mode: sandboxed tool output and session memory for 17 agents (Elastic License 2.0; from today's GitHub trends).
- rederive: an MIT skill that teaches a codebase by having you re-derive its design (
npx skills add EricJujianZou/rederive; from today's GitHub trends). - VS Code 1.143: compare and merge results from several models, Copilot harness by default, managed plugin auto-install, an on-device model.
- Codex CLI 0.164.0: presets, inline
/modeland/permissions, enterprise MCP sign-in, credential masking. - Claude Code release 2.1.310: Monitor tool on Bedrock, Vertex, and Foundry, gateway retries, a Windows hook fail-open fix.
Frameworks and libraries
- Google ADK (Python) v2.13.0: classifier routing nodes, 12 features promoted to stable, OTel GenAI v2 as the default (breaking).
- Pydantic AI v2.61.0: structured citations across providers, Kimi K3.1 Pro models.
Models
- Kimi K3.1 Pro: Moonshot's 1M-context model, close to Opus 5.5 on Terminal-Bench (its own figures). Weights promised by 2026-11-04.
Topic pages updated
- tooling/coding-agents: Claude Code 2.1.310, Codex 0.164, VS Code 1.143, comparing models on one task, new add-ons.
- tooling/mcp: Context Mode, Codex MCP sign-in, and a check on the open question about stateless-spec adoption.
- tooling/skills: rederive.
- agents/memory: session event logs as memory (Context Mode).
- frameworks/landscape: ADK 2.13, Pydantic AI 2.61, refreshed version table (Microsoft Agent Framework .NET 1.26, LangGraph 1.2.17).
- models/open-weight: Kimi K3.1 Pro row and open questions.
- practices/cost-and-caching: Gemini 3.5 Flash-Lite, 3.6 Flash, 3.1 Flash-Lite, and Kimi prices. Gap fill: the pricing page now lists 3.5 Flash-Lite and 3.6 Flash, which closes an open question.
- models/gemini: Flash and Flash-Lite prices, open question closed.