psssst 0.1.6

Psssst! An AI resident engineer for your codebase. (The PyPI name is `psssst` because `ubik` was squatted in the Python 2.6 era — `import ubik` and the `ubik` CLI still work after `pip install psssst`.)

Ubik

Pssst — wanna solve some entropy?

An AI resident engineer for your codebase. Whispers findings. Proposes fixes. Waits for your tap.

🤫 psssst.dev · pip install psssst

Ubik is the product. "Pssst!" is the noise it makes when it's about to tell you something.

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What is Ubik?

Ubik lives next to your repository. While you sleep, it:

1. Reads the codebase, the recent commits, the production logs.
2. Watches competitors, tech trends, papers, security advisories.
3. Proposes specific improvements — with evidence, plan, and risk.
4. Whispers to you on Telegram: "Pssst — Ubik found something."
5. Ships the fix when you tap ✅ — through Aider, Claude Code, or any agentic executor — onto a feature branch, with tests, as a PR.

You stay in approval mode. Ubik does the digging.

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Quickstart

pip install psssst      # the PyPI name; `ubik` was squatted in 2014

# In any repo:
cd my-repo
ubik init               # interactive wizard → ubik.yaml + .env.example
cp .env.example .env    # fill in API keys + Telegram bot token

ubik run --dry-run      # smoke test: audits + persists, no notifications
ubik run                # autonomous daemon for real
# or
ubik mcp                # MCP server (stdio) — for Claude Desktop / Cursor
# or
ubik audit              # one-shot codebase audit, dump report

That's it. Ubik is now resident.

The ubik init wizard ships with provider presets for Z.AI / GLM-5.1 (default — free with the annual plan), Anthropic, OpenAI, and Ollama (local). Every field in the generated ubik.yaml is honored by the loader — no config knob is decorative. Roadmap-only fields (web search, Slack bridge, GitLab verifier, Postgres notebook) are documented in docs/roadmap.md and intentionally absent from the example.

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Why "Pssst"?

Most AI tooling shouts. Ubik whispers. The slogan comes from Philip K. Dick's 1969 novel Ubik, where a mysterious product cures reality through cryptic chapter-opening ads. Our product cures codebases the same way: by leaning over and going psst.

"Where's a code reviewer that actually reads the diff? Safe to deploy. Won't push to main without approval. It's UBIK!"

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Architecture

Ubik is vendor-agnostic and executor-agnostic by design. Pluggable adapters at four seams:

       ┌──────────────────────────┐
       │     Ubik Orchestrator     │
       │                          │
       │  Researcher → Bridge →    │
       │  Executor   → Verifier   │
       └──────────────────────────┘
              │       │       │       │
              ▼       ▼       ▼       ▼
         LLM      Comms   Coding   Git/PR
       ─────────────────────────────────
        GLM-5.1   Telegram  Claude  GitHub
        Claude    Slack     Agent   GitLab
        GPT       Discord    SDK    ...
        Local     Webhook   Aider
        ...       ...       OpenHands

Pick one of each. Swap whenever. Notebook of past findings is shared across projects so what Ubik learns once, it remembers everywhere.

See docs/architecture.md for the full picture.

2026 stack

Ubik is built on the best-of-breed of mid-2026:

Layer	Choice	Why
Build / dep mgmt	uv + uv_build (Astral)	100× pip, OpenAI-acquired, the new default
Lint + format	ruff (Astral)	Replaces black + isort + flake8, single binary
Type check	ty (Astral)	mypy alternative, Rust-fast
LLM dispatch	litellm	100+ providers, vendor-agnostic
Agent loop	pydantic-ai	Type-safe + first-class OpenTelemetry
Coding executor	claude-agent-sdk (Python)	Multi-agent orchestration, advisor tool, sandbox
Default LLM	GLM-5.1 (#1 SWE-Bench Pro)	SOTA + free with Z.AI annual plan
MCP server	mcp SDK + Server Cards + MCP Apps	Linux Foundation governed (AAIF), OAuth 2.1
Observability	OpenTelemetry GenAI + Langfuse	Industry standard, OSS, multi-project insights
License	Apache 2.0	Patent grant + contributor-friendly

See docs/stack.md for the full reasoning.

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Use cases

• Solo founders running multiple repos — one Ubik, many ubik.yamls.
• Open source maintainers — proactive PR triage, stale-issue digestion.
• Researchers — bibliometric scans, citation tracking, paper outline review.
• Consultancies — codebase health audit on a new client engagement.
• Yourself, in your IDE — install as MCP server, ask in Claude Desktop: "Ubik, what's gone stale in this repo?"

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License

Apache 2.0. Free for any use, commercial or otherwise. Patent grant included.

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Status

Alpha — pip install psssst (v0.1.5 live on PyPI · CI matrix green on py3.10–3.13 × ubuntu / macOS / Windows). The autonomous daemon, the MCP server, the wizard, and the Telegram bridge all ship in the package today. Streamable-HTTP transport for ubik mcp, MCP registry submission, and a richer notebook backend are the next milestones — see the Roadmap.

Built by ANOTS. Inspired by Philip K. Dick.