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@BaseLayerAI

BaseLayer

Agentic Systems Engineering — small, single-purpose agents that run unattended.

BaseLayer

Agentic Systems Engineering — small, single-purpose agents that run unattended.

Each repo below is one agent: a narrow job, a schedule, and a safety envelope. No frameworks, no dashboards — just processes that do their work and stay quiet until something breaks.

Agents

Agent What it does Stack
self-healing-ops-agent Cron-driven LLM agent that triages production failure signals and ships tested fix PRs Bash + Claude CLI
email-triage-agent Inbox agent: reply / ask-a-human / ignore, with exactly-once sends Node
whatsapp-self-chat-agent LLM agent in your WhatsApp self-chat that drafts and sends in your voice Node
canvas-briefing-bot Canvas LMS monitor through SSO+2FA, daily Telegram briefing Python + Playwright
academic-job-digest Daily scraper for entry-level academic research jobs with LLM enrichment TypeScript + Playwright
market-brief-agent Scheduled market digest + forward-to-LLM email agent Next.js
agent-host-provisioning Provision and validate a self-hosted agent host over Tailscale SSH Bash

Design principles

  • Single-purpose. One agent, one job. Composition happens at the OS level (cron, launchd, platform crons), not inside a monolith.
  • Unattended. Every agent is built to run on a schedule with nobody watching: idempotent runs, explicit failure signatures, heartbeats where silence would be ambiguous.
  • Cheap gate before LLM. Deterministic filters (regex, jq, dedup checks) run first; the model is only invoked when the cheap gate says something is worth its attention.
  • Safety envelopes. Rate caps, dedup ledgers, circuit breakers, and audit gates bound what an agent can do in one run — a misbehaving agent degrades to doing nothing, not to doing damage.
  • Everything env-configured. No identities, endpoints, or recipients in code. Clone, fill in .env, run.

baselayer.netlify.app

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  1. academic-job-digest academic-job-digest Public

    Daily scraper for entry-level academic research jobs, with LLM-enriched outreach intel

    TypeScript

  2. canvas-briefing-bot canvas-briefing-bot Public

    Unattended Canvas LMS monitor: SSO + Duo 2FA login, daily coursework briefing to Telegram

    Python

  3. email-triage-agent email-triage-agent Public

    Autonomous inbox agent: reply, ask-a-human on Telegram, or ignore — with exactly-once sends

    JavaScript

  4. market-brief-agent market-brief-agent Public

    Scheduled market digest + forward-to-LLM inbound email agent on Next.js and Vercel Cron

    TypeScript

  5. self-healing-ops-agent self-healing-ops-agent Public

    Cron-driven LLM agent that triages production failure signals and ships tested fix PRs

    Shell

  6. whatsapp-self-chat-agent whatsapp-self-chat-agent Public

    LLM agent in your WhatsApp self-chat — drafts, sends, and tidies up in your own voice

    JavaScript

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