The briefingAgentic AI
Loading Ashlr Brief
On October 16 and 17, Ashlr Stack added one-command agent setup, Ashlr MD hardened its agent server, and the plugin re-measured its grep savings.
Ashlr MD, Ashlr Stack and the ashlr-plugin each merged many pull requests on October 16 and 17, 2026. These are Ashlr's own descriptions.
Ashlr Stack added "stack onboard". The description says it detects Codex, Claude Code, Cursor and Gemini CLI and registers the Phantom gateway in each. It plans by default and writes nothing without --apply. When applying, it makes a timestamped backup, adds only its own entry, never overwrites a different entry, and can undo byte for byte. Stack also now mirrors its tool entries into Cursor and Gemini project configs, but only when those folders already exist. Version 0.2.2 supersedes 0.2.1, whose npm publish the pull request says failed.
Stack also made its output machine-readable. "stack list", "providers" and "deps" used to ignore --json and print human text. They now print one JSON document. Unknown flags are refused instead of silently ignored, and a mistyped flag gets a "did you mean" hint.
Ashlr MD fixed its agent server. A pull request describes an agent request with a missing field that got an answer with no id, so a client waiting for that id hung. Others make the server refuse unknown or mistyped arguments with a message that names the right one, and make agents open only Markdown files. On Windows, setup and the sidecar lookup now work, and a hook path with a space is quoted.
The plugin re-measured itself. The grep fallback used to cut a JSON stream and count savings against it. The description says that inflated the README claim of about 50 percent. Compared with plain ripgrep output, the re-measured saving is about 27 percent per call. The per-language figures are TypeScript 60, Python 63 and Rust 55 percent. Version 1.37.0 collects the changes. A separate pull request removes figures no checked-in benchmark backs.
As a result, this Brief's earlier plugin story, which said searches were about 50 percent smaller, has been corrected to 27 percent.
If a benchmark compares against a format nobody would read, the saving looks bigger than it is. The plugin team re-measured against plain ripgrep and published the smaller number.
A vendor that lowers its own claim in public is easier to trust. When a savings figure matters to a purchase, ask how it was measured and what it was compared against.
Take one savings claim you rely on. Find the baseline it used, and check whether a person would really have read that baseline.
Ashlr tools connected to this story. Review their source and setup requirements.
Read, edit, and export Markdown in a desktop app, with AI assistance and tools for reviewing agent-written documents. Available for macOS, Windows, and Linux.
Source material behind this briefing. Our practical implications are Ashlr’s interpretation.
This briefing was prepared with AI assistance from the linked sources. The analysis may include interpretation; consult the original sources for complete context. Cover artwork is illustrative.
A plain-English guide to Phantom: what it is, what Work with me and Work for me mean, what Leader and Manager do, and a safe first 15 minutes.
"Deep autonomy" is our label for agents working unattended under a signed grant. Phantom's README calls it autonomy with custody. Here is what it covers.
On October 16 and 17, Phantom merged first-run fixes, renamed Verse to Phantom in user-facing text, sped up the app, and added a one-gateway guide.
Provision and connect development services through CLI and MCP tools, with Phantom Secrets handling supported credential paths.
Token-efficient tools and workflows for Codex and Claude Code. Read, search, edit, and inspect repositories with compact outputs and visible context usage.
