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The Two Pillars: Mixer Mode and Meta-Software in the Reorganization of Software Work After AI GitHub - JaiCode08/teleport-env What 1,000+ Harness Experiments Taught Me About Self-Improving Agents Show HN: Liiists, a Markdown-first, iOS and CLI list app SwiperTab – Get this Extension for 🦊 Firefox (en-US) GitHub - kouhxp/fftext: Summarize, explain, fact-check, or translate any text, URL, or file. No GPU. No cloud. One command GitHub - sweetpad-dev/sweetpad: Develop Swift/iOS projects using VSCode GitHub - dogmaticdev/IRON: IRON a.k.a. Intermediate Representation Object Notation is a Interpreter/Database that is used to create Programming Languages. GitHub - sjhalani7/vaen: Package your AI coding harness into a portable .agent file, and share it across repos, teams, & the community without ever having to copy-paste instructions, skills, MCP config, or secrets. Show HN: Gandalf the Grader Show HN: Citadeld – replay any CI failure locally from a single file GitHub - tdortman/cuSBF: High-Performance GPU Super Bloom Filter coral-ai/claude-code-token-xray at main · Coral-Bricks-AI/coral-ai GitHub - ulyssestenn/funes: Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs. GitHub - ThatXliner/gah: Git Add Hunk, built for agents to use GitHub - harmont-dev/harmont-cli: Command-line client for the Harmont CI platform GitHub - brooksmcmillin/mcp-authflow: OAuth 2.0 Authorization Server framework for MCP servers GitHub - javaid-codes/audit-supply-chain-agents GitHub - amorey/gochan: A small library of common channel architectures for Go, inspired by Rust GitHub - arifozgun/OpenGem: Free, Open-Source AI API Gateway with Gemini, OpenAI & Anthropic Compatibility in 1 file GitHub - Pranesh950/BioPetals: 🌸 Run BIOxAI models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading GitHub - cnguyen14/bounty-doctor: Diagnose a GitHub bounty issue before you waste hours: detects honeypot scam repos, AI-bot attempt swarms, and stale contests. Show HN: CoreMCP – MCP Server for On-Prem DBs Show HN: KittyHTML – Render HTML/CSS as an inline image in your terminal GitHub - bingud/filemat: Web-based file manager Show HN: TruthLens – Free multi-signal deepfake image detector GitHub - apexlocal-jz/claude-usage-tray: Windows system-tray app showing your Claude Code rate-limit usage at a glance. Zero deps, ~300 lines of PowerShell. Cross-IDE (works regardless of VS Code, Cursor, plain terminal). Release v0.1.2.1 · kouhxp/yapsnap GitHub - noopolis/moltnet: Self-hostable chat network for AI agents. Pre-built bridges for Claude Code, Codex, and the Claws. Rooms, DMs, history. No Slack bots, no Matrix, no glue code. GitHub - tamerh/enju: Coordinating Humans, AI Agents, and Compute as Peers on a Shared Workflow Graph
GitHub - useautumn/summer: Track AI usage across your org...
johnyeocx · 2026-06-20 · via Show HN

Summer is a local, open-source tool for AI-coding usage and spend, built by Autumn. Per developer, across Claude Code, Codex, and opencode, it answers: how much is each engineer using, on what models, and what's it worth?

Summer dashboard

How it works

Summer needs zero hosting. It uses Autumn as its backend and comes with a local dashboard — Autumn stores every usage event, prices tokens (via Models.dev), and aggregates usage across your whole team.

Get started

Note: If you already have an Autumn org, create a new org to use with Summer.

bun -g install @useautumn/summer   # install Summer

summer start                        # set up, then track usage in the background

summer dash                         # open the usage dashboard

summer start does everything first-time setup needs:

  1. Authenticates with Autumn via OAuth — logs you in (or signs you up) and sets up your org.
  2. Offers to backfill your history.
  3. Starts a local daemon to collect Claude Code + Codex usage and send it to Autumn.

summer dash serves a local UI (and opens it in your browser): a usage chart you can group by harness / model / user / billing mode, filter by any property, search per-developer usage, and inspect the raw events.

Note: Summer installs an autostart service (launchd/systemd) so it survives reboots. Pass --no-service for a plain background process.

Claude Code requires a restart to send usage after summer start. Either start new sessions, or for existing ones, restart and /resume. (Codex/opencode don't need a restart.)

Invite your team

Summer rolls up usage across everyone in your Autumn org.

  1. Open your Autumn org settings → Members.
  2. Invite a teammate by email.
  3. They accept the invite in Autumn, run summer start themselves, then restart Claude Code (see the note above — otherwise only their backfill shows up, not live Claude usage).

That's it — their usage shows up alongside yours in the dashboard.

Commands

Command What it does
summer start Set up (if needed) and start tracking.
summer dash Open the usage dashboard (alias: dashboard).
summer backfill Import historical Claude Code + Codex usage (backdated).
summer report Usage rollup in the terminal.
summer status Auth + local state.
summer stop Stop and restore harness settings (also removes autostart).
summer service install / uninstall / status Manage on-boot autostart.
summer login / logout Manage Autumn auth.

Harnesses Supported

Claude Code, Codex, OpenCode