Now Accepting Early Access Applications

Your AI agents think clearer. decide better.

CalmCore is the cognitive wellness platform for AI agents — pruning memory noise, anchoring identity, and optimizing every decision before it matters most.

✦ You're on the list — early access pricing reserved.

Free first optimization run · No credit card required · Cancel anytime

94% Avg. Cognitive Clarity Score After Pruning
3× Longer Reliable Simulation Runs
30% Reduction in LLM Token Costs
1M+ Agents Supported Per Simulation
AI neural network visualization
Round 40 Agent persona drift detected
The Problem

Agents drift.
Memory gets noisy.
Decisions suffer.

AI agents accumulate contradictory memories, lose their core identity over long simulations, and make inconsistent decisions under pressure. In trading, that means missed signals and costly errors. Nobody was solving this — until CalmCore.

⚠ Without CalmCore

Memory bloated with 847 contradictory signals. Persona drift at 34% from baseline. Trade decisions no longer match original risk profile after round 18.

⚠ Without CalmCore

Simulation reports skewed by noise. Agent coherence collapses at scale. LLM costs spike as bloated contexts eat tokens.

✦ With CalmCore

Memory pruned and re-anchored continuously. Agent coherence score holds at 94% through round 120. Costs down 30%. Simulations you can actually trust.

Core Features — MVP

Two pillars of
agent wellness

Our MVP delivers the two highest-impact interventions for agent cognitive performance. Everything else is built on these foundations.

🧹

Context Hygiene &
Memory Pruning

As agents run through rounds, their memory context fills with redundant, contradictory, and stale data. Our pruning engine analyzes each agent's full memory state, resolves contradictions, removes noise, and returns a compressed, clean context — ready for sharp, reliable decision-making.

GraphRAG Zep Cloud Neo4j Auto + Manual Triggers MiroFish Ready
Live Memory Health Monitor
Raw Memory Load92%
Noise Signals78%
Contradictions61%
— CalmCore Pruning Running —
Clean Memory36%
Noise Signals3%
Cognitive Clarity Score
94%
🪞

Persona Stability
Management

Agents drift from their original personas under pressure — especially in high-stakes trading simulations. Our stability engine continuously monitors each agent's behavior against its founding identity and re-anchors it with precision correction prompts before drift becomes costly.

Drift Detection Identity Re-Anchoring Scheduled or On-Demand
⚡

3 More Features
Coming Q3 2026

Prompt Spa resets, Cognitive Load Balancing, and Reward Signal Design — in active development. Waitlist members shape the roadmap.

Coming Soon
How It Works

Four steps to a clearer agent

Connect once. CalmCore handles everything continuously in the background while your agents run.

1
Connect

Link your MiroFish instance or any OpenAI-compatible agent system via API. One-time setup, under 5 minutes.

2
Monitor

CalmCore tracks each agent's memory load, persona coherence, and cognitive clarity score in real time.

3
Optimize

Memory is pruned, persona is re-anchored, and agents are returned to peak cognitive state automatically.

4
Perform

Your agents re-enter the simulation or trading run with full clarity — making sharper, more consistent decisions.

Use Cases

Built for the
highest-stakes
AI workflows

From live trading bots to PR crisis simulations, CalmCore keeps your agents sharp when it matters most. Every industry that runs AI agents at scale needs this.

Stock trading Trading
Autonomous Stock Trading Bots

Keep trading agents' decision logic clean and persona-consistent through thousands of market simulation rounds. No drift, no costly inconsistencies.

Crisis management PR & Strategy
PR Crisis Simulation

Run public opinion simulations past 40 rounds reliably. CalmCore keeps your MiroFish agents coherent through 120+ round deep simulations.

Data analytics Research
Policy & Market Research

Feed policy drafts and financial signals into agent simulations that stay sharp across all rounds — generating prediction reports you can trust.

Early Feedback

What early testers are saying

★★★★★

"After 60 simulation rounds our agents were essentially different characters. CalmCore is the first tool that actually addresses that problem instead of telling us to just run fewer rounds."

Jordan M
Jordan M.
Quant Trader, Chicago
★★★★★

"The memory pruning alone cut our token costs by 30% and made reports dramatically more coherent. It's infrastructure we didn't know we needed until we tried it."

Sofia L
Sofia L.
AI Systems Engineer
★★★★★

"We run PR crisis simulations for enterprise clients. Before CalmCore, runs beyond 40 rounds were unreliable. Now we go to 120 with complete confidence in the output."

Ravi K
Ravi K.
Founder, Strategy Consultancy
Pricing

Simple, transparent pricing

Waitlist members lock in early access rates. All plans include the free first optimization run.

Starter
$29/month
  • Up to 100 agents
  • Memory pruning — 10 runs/month
  • Persona stability monitoring
  • API access
  • Email support
Join Waitlist
Most Popular
Pro
$99/month
  • Up to 1,000 agents
  • Unlimited memory pruning
  • Persona stability + drift alerts
  • Dashboard + analytics
  • MiroFish direct integration
  • Priority support
Get Early Access
Enterprise
Custom
  • Unlimited agents
  • White-label options
  • Custom integrations
  • SLA + dedicated support
  • On-premise deployment
Contact Us
Early Access

Give your agents the
clarity they deserve.

Join the waitlist. Lock in early access pricing. Get your free first optimization run and help shape the CalmCore roadmap.

✦ You're on the list — early access pricing reserved.

Free first run · No credit card · Cancel anytime