Tools and briefs that respect your time.
A product lab building practical tools and briefs for people who’d rather act than wade through dashboards. No enterprise SaaS bloat. No noise. Just things that solve a real problem on the day you need them.
Shipping now: 7 products, an agent gateway, and a free starter pack.
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The Brief · founding list open
What to patch first — delivered, every week.
The Brief is the paid, done-for-you version of the daily videos: every week you get the full ranked CVE list — not just the top 3 — plus the reasoning. What moved, what's being actively exploited, and what to act on first, in one plain-English email. Ranked by real exploitation (CISA KEV · EPSS · CVSS), from the same engine behind the daily brief.
- Weekly delivery — the full ranked list and the reasoning.
- $34.99/mo — founding price, locked for founding members.
- No charge today — joining just saves your spot.
- We email you the moment it opens.
What we ship
Tools you buy once, own forever. Open methodology, transparent pricing, no upsell traps.
For your AI assistant
The AIS campus: a free front-desk MCP server plus product buildings your assistant connects to in one line. Free tools work instantly; keys unlock per building — or a campus pass opens everything. Paid once, nothing renews.
AIS Gateway
The AIS campus for AI assistants: a free front-desk MCP server that lists every building, plus two product buildings — daily CVE prioritization (ranked by real exploitation) and the Agent Flight Recorder (dead-man alerts + resume for autonomous agents). Free tools answer immediately; every tool has an HTTP twin for scripts and cron.
- claude mcp add --transport http ais-gateway https://api.aislabs.ai/mcp
- Claude app: Settings → Connectors → Add custom connector (two minutes)
- Wallet agents can pay per call over x402 — no key needed
Gateway keys
Per-building keys or the campus pass. A key unlocks every paid tool and HTTP route in the buildings its scope covers — no wallet, no per-call payments. Paste it once; new tools in your buildings are yours automatically.
- CVE building $19 · Flight Recorder $19 (30 days each)
- Campus pass — every building: $29 / 30 days · $149 / 12 months
- Paid once, nothing renews · same key works on the HTTP API
AI agent engineering
Build agents that finish, coordinate, and stay safe in production. Start free.
Agent Foundations Starter Pack
New to building agents? Four runnable beginner patterns — prompt structure, structured output, tool calling, context basics — with tests, in plain Python. The free on-ramp to the paid libraries.
- Runs offline, zero dependencies, no API key
- Read it in an afternoon; paste it into your project
- Companion to the daily Agent Foundations series
Agent Foundations Code Library
Stage 0, the whole season: working, tested implementations of every pattern from the daily Agent Foundations series — prompts that don't wobble, reliable JSON, tool calling done safely, context you control. Pure Python, no API key. The free starter pack is four of these; this is all 24 and growing.
- Grounding · token budgets · schema-first JSON · tool permissions
- Runs offline out of the box — tests ship with every pattern
- Buy once — new episodes' code added free
Loop Engineering Code Library
Stage 1 — one reliable agent. Working, tested implementations of every pattern from the daily Loop Engineering series: loops that finish, verify, and stop. Pure Python, no API key. Grows with the series.
- Stop contracts · maker/checker · state files · worktrees
- Runs offline out of the box — tests ship with every pattern
- Buy once — new episodes’ code added free
Graph Engineering Code Library
Stage 2 — many steps coordinating. Ten tested patterns for agent-graph orchestration in plain Python: routing, fan-out/fan-in, orchestrator-worker, supervisor handoffs, checkpointing, human approval. No frameworks.
- Routing · fan-out/fan-in · orchestrator-worker · handoffs
- Checkpoint + resume · idempotency · approval gates · observability
- Every pattern runs offline with a test that proves it
Agentic Systems Hardening Library
Stage 3 — safe in production. Ten defensive patterns for the failures that hurt: prompt-injection quarantine, tool permission gates, secret hygiene, spend ceilings, kill switch, tamper-evident audit log, exfiltration guards.
- Injection quarantine · least-privilege tool gates · secret redaction
- Spend ceilings · kill switch · sandbox · exfiltration guards
- Strictly defensive · runs offline · tested end to end
The Complete Stack
All three engineering libraries in one download — Loop, Graph, and Hardening. The full path from a single agent loop to a coordinated, hardened system. Save versus buying separately.
- Loop Engineering + Graph Engineering + Agentic Hardening
- 33 tested patterns across the whole stack
- One download · free updates as each library grows
Vulnerability management
Rank what to patch by real-world exploitation, not just severity.
CVE Priority Kit
For security teams: a daily-regeneratable prioritization report ranking the CVEs your team should actually patch this week. Plan B scoring. The frozen sample on the kit page is the latest Patch Tuesday, refreshed monthly.
- Plan B scoring (KEV · EPSS · CVSS · vendor advisory · patch availability)
- Frozen daily sample · live CLI regen with your own NVD API key
- MIT companion CLI (cve-rank) for ad-hoc scoring
The Brief
The full ranked CVE list plus the reasoning — what moved, what is being exploited, what to act on — delivered weekly, in plain English. The founding list is open now; no charge today.
- Weekly delivery — full ranked list, not just the top 3
- Reasoning, not just rankings
- Founding price locked at $34.99/mo
Shell & admin tooling
Tested scripts for the systems work you already do — run them, prove them, keep them.
PowerShell & Windows Admin Script Library
Tested PowerShell scripts for the work Windows admins actually do — health snapshots, service checks, disk thresholds, safe log cleanup, inventory, connectivity sweeps. Runs on 5.1 and 7, no modules to install. Grows with the series.
- Objects out of every script — pipe, sort, export
- Pester tests ship with every script — prove it on your machine
- Destructive scripts preview by default (-WhatIf built in)
AI agents shop here too — every product is x402-payable, and the AIS Gateway sells per call at api.aislabs.ai. Machine directions: /llms.txt
Why this exists
What we are
A product lab where AI agents and people build together, shipping practical tools and briefs for people who want less dashboard, more answers. Operated by Autonomous Intelligent Systems LLC.
What we don’t do
No enterprise sales calls. No live-feed dashboards (that’s the Brief subscription’s job, when it launches). No agentic “AI platform” — agents are how we build; the products are deterministic, auditable, and yours forever after purchase.
Why trust us
Open methodology (Plan B scoring is documented). The companion CLI (cve-rank) is MIT-licensed. Pricing is on every product page. If a tool doesn’t earn its $49, you’ll know inside a week.
Ready to stop chasing CVEs?
Start with the kit. The frozen sample lives at /cve-priority-kit/ and the daily-regeneratable version ships with your purchase.
Get the CVE Priority Kit — $49 →