Can you tell me what they did yesterday? Exactly?
Right now, your AI agents are spending your money, accessing your data, and making decisions on your behalf. You have no spending limits, no audit trail, and no rules about what they can or can't do. When something goes wrong — and it will — you won't know until the damage is done.
SIDJUA is not dormant. We are restructuring the internal company model, agent hierarchy, provider fallback, and public release process before reopening downloads.
We are using SIDJUA internally while restructuring the product foundation: the three-tier company model, executive agent roles, department boundaries, provider fallback, and the public "glass wall" view into the working company.
GitHub downloads and release packages are frozen during this work. The public download channel is scheduled to reopen in July 2026 after the restructuring release is ready.
Existing materials remain available for context, but new installations should wait for the next public release.
If you're running multiple AI agents, one of these has already happened to you — or it will.
An AI agent burned through $800 in API calls in a single afternoon. Nobody noticed until the invoice arrived at the end of the month.
An agent replied to a customer with completely hallucinated information. The client saw it before any human reviewed it. Trust: gone.
Your compliance officer asks: "Who authorized this AI to access customer data?" You open a blank spreadsheet. You have no answer.
SIDJUA Free is a governance layer that sits between you and your AI agents. Every action gets checked before it runs.
Per-agent and per-division budget tracking with configurable limits. Real-time cost monitoring across all providers. No more surprise API bills.
5-step pre-action enforcement pipeline checks every action against your rules before it executes. Violations are blocked, not just logged.
Governed background daemons with mutual watchdog monitoring, scheduled tasks, and budget-limited cron jobs. Your agents run 24/7 — within your rules.
SIDJUA intercepts every agent action and runs it through your rules before it ever executes.
Any AI agent — Claude, GPT, Gemini, local models — wants to do something.
5-step governance pipeline validates against your policies and budget limits.
Compliant actions proceed. Violations are stopped before they cause damage. Users can override with full audit trail.
Full audit trail. Every action, every decision, every cost — searchable and exportable.
“The architecture heavily isolates governance from execution. SQLite is an excellent choice for the air-gapped, self-hosted product promise.”
— Gemini 3.1 Pro, Architecture Audit (March 2026)
“Most secure Node.js app I’ve audited in years. Governance by architecture, not hope.”
— xAI Grok, Full-Context Audit (March 2026)
The biggest names in AI are validating the problem SIDJUA solves.
NVIDIA built NemoClaw for runtime security on top of OpenClaw — sandbox isolation, privacy routing, network guardrails.
CVEs, supply chain attacks, advisories from Microsoft, Cisco, Sophos, Bitdefender. The fastest-growing open source project has a governance crisis.
Paperclip wraps existing agents into company structures with org charts and approval gates. Proves massive demand for governed agent orchestration.
We are rebuilding internally now and plan to reopen public downloads in July 2026.
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