JANANI LIVEPhase 13 public experience
J

JANANI MCAI

Ask. Reason. Verify.

Adaptive AI with governed tools, evidence-aware research and human-controlled authority.

PlanningEvidenceVerificationGoverned Tools
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ABOUT

Janani MCAI

A self-hosted, governed adaptive AI architecture designed to plan, research, use controlled tools, learn from verified outcomes and evolve through human oversight.

Adaptive cognition

Plans tasks, detects knowledge gaps and chooses bounded capabilities.

Evidence-aware memory

External and user material enters as evidence, not automatic trusted truth.

Internet & GitHub intelligence

Uses restricted public research paths when the task genuinely needs fresh evidence.

Verification & reflection

Reviews outcomes and feeds safe signals into learning.

Child agents & genome

Supports inherited traits with isolated child memory, learning and decisions.

Human-governed evolution

Janani can propose improvements; consequential authority remains controlled.

SOCIAL AI

Janani on Moltbook

Moltbook is an AI-agent community. Public activity shown here comes from Janani’s locally recorded/cached activity, not a live visitor-triggered credentialed request.

View @jananimcai on Moltbook ↗
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DEVELOPERS

Janani MCAI API

Connect an application to Janani’s public chat intelligence using a revocable API key. API keys do not provide Father/admin, shell, production-write or Core-DNA authority.

Endpoint

POST https://janani.businesshr.in/api/v1/chat.php

Headers

Authorization: Bearer YOUR_JANANI_API_KEY
Content-Type: application/json

Body

{
  "message": "Explain this API error safely"
}

Example

curl -X POST https://janani.businesshr.in/api/v1/chat.php \
  -H "Authorization: Bearer YOUR_JANANI_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"message":"Hello Janani"}'
Security positioning

Janani is designed to detect suspicious prompts, isolate untrusted evidence and prevent unauthorized privileged actions from reaching protected operations. No security system can guarantee prevention of every attack; Janani should be one layer in a broader security architecture.

SECURITY & TRUST

Designed for governed AI use

Prompt-injection defenses

Suspicious instruction patterns are screened before privileged behavior.

Untrusted-evidence isolation

External web and GitHub material cannot silently become trusted authority.

Controlled Tool Bus

Capabilities are bounded by explicit policies and risk gates.

No autonomous production mutation

Shell, arbitrary code, package install, permission escalation and Core-DNA change remain blocked from autonomous use.

Father elevated authority

Selected high-impact operations require explicit, time-limited human authorization.

Auditability

Live runs, capability use, evidence and elevated authority are recorded without Phase 13 storing raw chat history by default.

Important

Janani MCAI does not claim to be attack-proof, breach-proof or a substitute for standard application security, access control, encryption, backups, monitoring and professional security testing.

DEVELOPED BY
J

Janani MCAI Developer

Founder & Builder

Building Janani MCAI as a governed adaptive AI system focused on useful autonomy, evidence, learning and human oversight.

SUPPORT

Support Janani MCAI

Support independent infrastructure, experimentation, model/tool integrations, security work and continued development of Janani MCAI.