15 stories
Point ANTHROPIC_BASE_URL at DeepSeek, Kimi, GLM or Ollama, set all four model tiers, test with curl and /status. Check the cache before the bill.
Tool output was 84% of a coding agent's context in a September 2026 study. How to tell context is the problem, and where to route the work instead.
MXC 1.0.0 shipped on 7 October 2026 with egress denied by default, Docker Agent's microVM sandbox stays off until you ask, Agent37 leaves the internet open.
Orca is the pick for most: MIT, three desktop platforms, a worktree per agent and quota per account. Seven ways to manage several coding agents, compared.
Design skills load 316 to 35,150 tokens when they trigger. What a non-code skill is, where it sits next to AGENTS.md and hooks, and when one makes output worse.
A Wagtail maintainer ran 1B tokens of GLM 5.3 Flash in September for $68 and kept it as the default for 95% of tasks. The costs, the setup and what breaks.
DeepSeek Harness runs any provider's model, Claude Code only Claude's. The lock-in sits in plugins, hooks, sessions and config, and those do not move.
Memory is what an agent noted and a plugin replays. Documentation is what you wrote, reviewed and committed. How each loads, and what to write down.
A durable harness commits every step of an agent run to storage, so a crash resumes mid-turn. What Pi Durable shipped on 1 October, and what is only claimed.
Facts every session needs go in AGENTS.md, procedures go in skills, and rules that must hold go in hooks. How to share one handbook across six agents.
A Claude Code mod is a plugin whose TypeScript hooks module runs inside Claude Code. What shipped in 2.1.277, what is only announced, and when to use one.
A harness is everything in a coding agent except the model. On strong models, two September 2026 studies found it moves the bill more than the pass rate.
A move is how you use your tools: a technique, habit or workflow in your own words. What counts as a move, what does not, and how to write one.
Your stack page is now a bento grid you arrange yourself: subspaces, five tile sizes and drag-to-group clusters. Plus bookmarks, one History tab and MCP parity.
A new picker fills your stack from what people run together. Tap the tools you use, watch related ones show up next to them, publish the lot as one update.
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