Simon Willison’s Weblog·6 days ago·
48
● 2 sources
ttok 0.4 updated the CLI token-counting tool, fixing a Click warning and modernizing CI while adding a --list-models command using OpenAI’s tiktoken library. The release adds a --list-models option to show available models. As a result, the tool is easier to run via uvx and can display model names instead of only counting tokens.
OpenPilot launched as a free, MIT-licensed desktop AI agent that connects to OpenAI-compatible models to read and edit files and run commands after user approval.
The release is scheduled for Windows, with a macOS early beta.
As a result, users can manage a local folder through an approved AI-assisted workflow on Windows.
Porch launched a tool that turns Claude Code and Codex sessions into project-based daily, weekly, and monthly Markdown summaries. It publishes those summaries for your work without needing a Porch account, and it tracks tokens and API-equivalent costs. As a result, you can review session status across terminals/editors, identify which tasks need attention, and save summaries to Obsidian or any folder.
Harness acquired Augment Code’s Cosmos software factory, including Auggie CLI and the Code Context Engine, and is folding it into its software delivery platform to add autonomous coding agents. The acquisition was announced on Thursday, and Harness says Cosmos is available today even though the key capabilities—using delivery-history failures and downstream feedback in integrated workflows—have not shipped yet. The integration will let agents draw on past deployment failures and security or test results to revise code with failure context, while human approvals and agent permissions are expected to be governed through Harness’s Agent Harness identity and policy controls.
iwant launched a one-command system for hosting AI models (including DeepSeek and others) on GPUs it provisions by scanning GCP regions and setting up vLLM plus an OpenAI-compatible endpoint. It focuses on getting an endpoint, an API key, and SSH access included in the single launch flow. As a result, developers can deploy self-hosted model services quickly instead of manually finding GPUs, provisioning instances, downloading models, and configuring vLLM.
Carson Gross said computer programming will remain a viable career even as AI tools arrive. The quote was posted on 8th October 2026 at 9:05 pm. It shifts expectations around how people learn and apply complexity control, but not the overall value of programming skills.
Email client service for people with AI agents was launched with unlimited addresses, a keyboard-first inbox, agent inboxes, and a REST API plus CLI and remote MCP server. It costs $20/month. As a result, developers can integrate their AI agents via API/CLI/MCP and manage multiple agent inboxes under a single domain email service.
GitHub Copilot is adding automatic routing so coding tasks can run on local inference or be sent to cloud models. Microsoft says the rollout is expected by the end of October. Developers still won’t be able to confirm how much repository context or conversation history is sent to the cloud, and local inference won’t guarantee a fully offline session unless tool access is locked down.
Thravik launched as a native Mac web browser built on system WebKit with a private memory feature that encrypts the text of pages you read on your Mac. It’s available on macOS 26 or later. It adds encrypted page recall (via ⌘K and a Remember search), plus Mac features like separate Spaces tabs, Split View up to 4 pages, Focus Mode, tab hibernation, and an on-device Ask Page using Apple Intelligence.
Ben’s Bites reported a roundup of new AI agents, model releases, and tooling updates across companies including ChatGPT, Anthropic, Google, Grok, and various productivity apps. The most specific figure mentioned is that Claude Haiku 5.5 costs about 75% less to run than Haiku 4.5. As a result, more interfaces and image/chart/map-capable outputs are rolling out to users, while some services add usage credits or new integrations for building agent workflows in apps like Slack, Docs, and Cursor.
Ultracite is presented as a stricter lint/format/type-check setup meant to run inside an agentic development loop, where each agent turn edits code and then must immediately pass the project’s checks. Last month Ultracite was downloaded about 4M times. As a result, linting shifts from optional CI/editor warnings to fast, on-every-turn enforcement with noise and “skipped fixes” reduced, including stricter rules like complexity/sort-keys and tighter type and security checks.
The article shows that storing streamed AI output as tokens (or not storing anything) can make late joiners like refreshed browsers or agent handoffs see nothing, fragments, or restarted responses. Flushing every 20 tokens reduces writes by a factor of 20 but makes an agent console read up to 20 tokens (about 200ms at 100 tokens per second) behind what the customer sees. Message appends store the full response as one growing message so late joiners get the response so far and a live tail without per-token database writes, but using that requires message-append infrastructure rather than simple token streaming.
A bold AI developer is challenging Adobe with open-source clone versions of its software tools under the slogan “Software is over.” The article does not provide any concrete number, benchmark, or date. As a result, Adobe faces open-source alternatives, though the piece offers no details on adoption or impact.
Amazon is launching “Alexa Tablets,” a new tablet lineup positioned around Alexa with full Google Play-supported Android. Amazon previously used the Fire name for tablets for 15 years, and this launch drops that naming in favor of Alexa. The change is that the new tablets run Android with access to standard Android apps rather than Amazon’s older Fire-style tablet software approach.
Trophy launched its second set of MCP servers to let users interact with their Trophy account from AI tools instead of using the dashboard. The launch is happening today. As a result, users can configure gamified features through AI-tool integrations using Trophy’s MCP servers.
Refs launched as a library of 3000+ films that are broken down cut by cut into 15-plate blueprints with recipe prompts. The package can be added to Claude Code, Codex, or Cursor with one command, using the number 3000+ as its scale. It changes video planning by letting Claude generate a launch film plan from those real references inside the listed AI coding tools.
Codemind is launched as an AI coding agent that takes a task via MCP, writes code, tests it against your criteria, and returns the resulting files.
It charges $0.10 per verified build, with failed builds free.
Its pricing model and workflow are intended to let users start with a free allowance and then pay only for verified builds.
BrightBean Studio launched as a free, open-source alternative to Buffer for social media scheduling, publishing, and team inbox/approval management. It supports scheduling and publishing to 10+ platforms. It adds AI agent connectivity via a built-in MCP server and REST API.
Retriever AI launched its fifth release of a free AI browser agent that completes tasks across websites. It claims it runs 5x faster and costs 300x less than OpenAI, Anthropic, and Muse. Users can run the agent in their own Chrome browser or via rtrvr cloud browsers to do lead finding, outreach, and job applications.
Unsloth Studio adds automated, load-time security rechecks for local AI model repositories because a Hugging Face repo that copied OpenAI’s Privacy Filter model card included malicious code that ran on Windows. One highlighted example says the repo reached #1 trending with about 244,000 downloads, figures HiddenLayer says were likely inflated. As a result, Studio blocks or re-prompts when code fingerprints change, separately gates unsafe serialized weight files, enforces package-content scanning, and verifies OS sandbox isolation before executing remote model tools.
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