fbc7ef3e16
## Summary - Narrows JSON-RPC session-expiry detection to confirmed OpenHuman app-session shapes. - Keeps generic downstream/provider `401 Unauthorized` and `invalid token` errors from publishing `SessionExpired`. - Adds diagnostic logging that includes the RPC method and sanitized reason when an auth-like error is not treated as session expiry. - Updates classifier tests for true session expiry, scoped 401s, and generic invalid-token text. ## Problem - The previous JSON-RPC classifier treated any `401` + `unauthorized` text as a global app session expiry. - That could clear the stored session and bounce users to sign-in for unrelated provider, integration, or channel errors. - This is the root pattern behind the Discord card logout report. ## Solution - Reuse the strict `observability::is_session_expired_message` classifier at the JSON-RPC dispatch boundary. - Preserve `SessionExpired` publication for explicit OpenHuman auth states: `session expired`, `SESSION_EXPIRED`, `no backend session token`, and `session JWT required`. - Add a diagnostics-only predicate for generic auth-looking errors so they are logged with method context but do not clear the session. - Update comments in `observability` to match the stricter dispatch behavior. ## Submission Checklist - [x] Tests added or updated (happy path + at least one failure / edge case) per [Testing Strategy](../gitbooks/developing/testing-strategy.md#failure-path-requirement) - [x] **Diff coverage ≥ 80%** — local coverage run is blocked by missing libclang; CI coverage gate will verify changed lines. - [x] Coverage matrix updated — N/A: behavior-only core classifier hardening, no feature row added/removed/renamed. - [x] All affected feature IDs from the matrix are listed in the PR description under `## Related` — N/A: no matrix feature ID changed. - [x] No new external network dependencies introduced (mock backend used per [Testing Strategy](../gitbooks/developing/testing-strategy.md#mock-policy)) - [x] Manual smoke checklist updated if this touches release-cut surfaces ([`docs/RELEASE-MANUAL-SMOKE.md`](../docs/RELEASE-MANUAL-SMOKE.md)) — N/A: no release smoke checklist surface changed. - [x] Linked issue closed via `Closes #NNN` in the `## Related` section ## Impact - Runtime: core JSON-RPC auth/error handling. - User-visible: scoped provider/integration 401s should remain recoverable errors instead of logging the user out. - Security/privacy: session-expiry reasons are sanitized before logging/publishing. - Compatibility: explicit OpenHuman session-expired sentinels still clear the session as before. ## Related - Closes #2286 - Refs #2285 - Follow-up PR(s)/TODOs: identify the exact Discord card-click RPC from user logs if the UI still needs a provider-specific error state. --- ## AI Authored PR Metadata (required for Codex/Linear PRs) ### Linear Issue - Key: N/A - URL: N/A ### Commit & Branch - Branch: `codex/2286-session-expired-narrowing` - Commit SHA: `6f98f1e28a113afd0ea47908d0a397ecfe681560` ### Validation Run - [x] `pnpm --filter openhuman-app format:check` — N/A: no frontend changes. - [x] `pnpm typecheck` — N/A: no TypeScript changes. - [x] Focused tests: blocked locally; see Validation Blocked. - [x] Rust fmt/check (if changed): `cargo fmt --check` passed. - [x] Tauri fmt/check (if changed): N/A: no Tauri shell changes. ### Validation Blocked - `command:` `cargo test --lib is_session_expired_error --manifest-path Cargo.toml` - `error:` `whisper-rs-sys` build script could not find `clang.dll` / `libclang.dll`; `LIBCLANG_PATH` is unset in this Windows environment. - `impact:` focused Rust tests could not run locally, but the changed classifier tests are included for CI. ### Behavior Changes - Intended behavior change: generic provider/integration/channel `401 Unauthorized` text no longer publishes `DomainEvent::SessionExpired`. - User-visible effect: users should not be logged out by a scoped downstream 401, including the suspected Discord card-click path. ### Parity Contract - Legacy behavior preserved: explicit OpenHuman session expiry, uppercase `SESSION_EXPIRED`, missing backend session token, and missing session JWT still clear the app session. - Guard/fallback/dispatch parity checks: classifier tests cover true session expiry, generic 401, invalid token, and local missing-session cases. ### Duplicate / Superseded PR Handling - Duplicate PR(s): none found for #2286/#2285 at PR creation time. - Canonical PR: this PR. - Resolution (closed/superseded/updated): N/A Co-authored-by: aqilaziz <gonzes7@gmail.com> Co-authored-by: Steven Enamakel <enamakel@tinyhumans.ai>
OpenHuman
OpenHuman is your Personal AI super intelligence. Private, Simple and extremely powerful.
Discord • Reddit • X/Twitter • Docs • Follow @senamakel (Creator)
🇺🇸 English | 🇨🇳 简体中文 | 🇯🇵 日本語 | 🇰🇷 한국어 | 🇩🇪 Deutsch
Early Beta: Under active development. Expect rough edges.
To install or get started, either download from the website over at tinyhumans.ai/openhuman or run
# Download DMG, EXEs over at https://tinyhumans.ai/openhuman or run in from your terminal
# For macOS or Linux x64
curl -fsSL https://raw.githubusercontent.com/tinyhumansai/openhuman/main/scripts/install.sh | bash
# For Windows
irm https://raw.githubusercontent.com/tinyhumansai/openhuman/main/scripts/install.ps1 | iex
What is OpenHuman?
OpenHuman is an open-source agentic assistant designed to integrate with you in your daily life. Each bullet links to the deeper writeup in the docs.
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Simple, UI-first & Human A clean desktop experience and short onboarding paths take you from install to a working agent in a few clicks — no config-first setup, no terminal required. The agent has a face: a desktop mascot that speaks, reacts to its surroundings, joins your Google Meets as a real participant, remembers you across weeks, and keeps thinking in the background even when you've stopped typing.
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118+ third-party integrations with auto-fetch: plug into Gmail, Notion, GitHub, Slack, Stripe, Calendar, Drive, Linear, Jira and the rest of your stack with one-click OAuth. Every connection is exposed to the agent as a typed tool, and every twenty minutes the core walks each active connection and pulls fresh data into the memory tree. No prompts, no polling loops you have to write, so the agent already has tomorrow's context this morning.
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Memory Tree + Obsidian Wiki: a local-first knowledge base built from your data and your activity. Everything you connect is canonicalized into ≤3k-token Markdown chunks, scored, and folded into hierarchical summary trees stored in SQLite on your machine. The same chunks land as
.mdfiles in an Obsidian-compatible vault you can open, browse and edit, inspired by Karpathy's obsidian-wiki workflow. -
Batteries included: web search, a web-fetch scraper, a full coder toolset (filesystem, git, lint, test, grep), and native voice (STT in, ElevenLabs TTS out, mascot lip-sync, live Google Meet agent) are wired in by default. Model routing sends each task to the right LLM (reasoning, fast, or vision) under one subscription. No "install a plugin to read files" friction. Optional local AI via Ollama for on-device workloads.
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Smart token compression (TokenJuice): every tool call, scrape result, email body, and search payload is run through a token compression layer before it touches any LLM Model. HTML is converted to Markdown, long URLs are shortened, and verbose tool output is deduped and summarized via a configurable rule overlay etc... CJK, emoji, and other multi-byte text are preserved grapheme-by-grapheme — never stripped. You get the same information but at a fraction of the tokens. Reducing cost & latency by up to 80%.
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Messaging channels and privacy & security: inbound/outbound across the channels you already use, with workflow data that stays on device, encrypted locally, treated as yours.
Contributing from source
New contributor? Start with CONTRIBUTING.md for the fork/PR workflow and local validation commands, or use the copy-paste AI-agent prompt in CONTRIBUTING-BEGINNERS.md. The short path is:
- Install Git, Node.js 24+, pnpm 10.10.0, Rust 1.93.0 (
rustfmt+clippy), CMake, Ninja, ripgrep, and the platform desktop build prerequisites. - Fork and clone the repo, then run
git submodule update --init --recursivebeforepnpm installso the vendored Tauri/CEF sources are present. - Use
pnpm devfor web-only UI work,pnpm --filter openhuman-app dev:appfor the desktop shell, and focused checks such aspnpm typecheck,pnpm format:check, andcargo check -p openhuman --libbefore opening a PR.
Deeper docs: Architecture · Getting Set Up · Cloud Deploy.
Context in minutes, not weeks
OpenHuman is the first agent harness that gets to know you in minutes. Inspired by Karpathy's LLM Knowledgebase. Most agents start cold. Hermes learns by watching you work; OpenClaw waits for plugins to ferry context in. Either way, you spend days or weeks before the agent knows enough about your stack to be genuinely useful.
OpenHuman summarizes and compresses all your documents, emails & chats; and creates a memory graph that lets your agent remember everything about you.
OpenHuman skips the wait. Connect your accounts, let auto-fetch pull data locally on a 20-minute loop, and then have Memory Trees compress everything into Markdown files stored intelligently in a Karpathy-style Obsidian wiki.
In just one sync pass, the agent has full (compressed) context of your inbox, your calendar, your repos, your docs, your messages. No training period. No "give it a few weeks.". It becomes you, controlled by you.
Already self-host agentmemory across other coding agents? OpenHuman ships an optional Memory backend that proxies to it — set memory.backend = "agentmemory" in config.toml and the same durable store powers OpenHuman alongside Claude Code, Cursor, Codex, and OpenCode. See the agentmemory backend page for setup.
OpenHuman vs Other Agent Harnesses
High-level comparison (products evolve, so verify against each vendor). OpenHuman is built to minimize vendor sprawl, keep workflow knowledge on-device, and give the agent a persistent memory of your data, not only chat.
| Claude Cowork | OpenClaw | Hermes Agent | OpenHuman | |
|---|---|---|---|---|
| Open-source | 🚫 Proprietary | ✅ MIT | ✅ MIT | ✅ GNU |
| Simple to start | ✅ Desktop + CLI | ⚠️ Terminal-first | ⚠️ Terminal-first | ✅ Clean UI, minutes |
| Cost | ⚠️ Sub + add-ons | ⚠️ BYO models | ⚠️ BYO models | ✅ One sub + TokenJuice |
| Memory | ✅ Chat-scoped | ⚠️ Plugin-reliant | ✅ Self-learning | 🚀 Memory Tree + Obsidian vault, optional agentmemory backend |
| Integrations | ⚠️ Few connectors | ⚠️ BYO | ⚠️ BYO | 🚀 118+ via OAuth |
| Auto-fetch | 🚫 None | 🚫 None | 🚫 None | ✅ 20-min sync into memory |
| API sprawl | 🚫 Extra keys | 🚫 BYOK | 🚫 Multi-vendor | ✅ One account |
| Model routing | 🚫 Single model | ⚠️ Manual | ⚠️ Manual | ✅ Built-in |
| Native tools | ✅ Code-only | ✅ Code-only | ✅ Code-only | ✅ Code + search + scraper + voice |
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