The complete engineering workbench — frontier models, agents, prompt library, MCP integrations and a shared audit layer for teams. One flat subscription, no provider keys, no metering. Built for serious developers and the teams that ship around them.
Compatible with
Corporate Edition
Private models trained on your codebase. Seamless integration with your stack. Zero data leakage. Full compliance.
Fine-tuned on your codebase
Local Llama 4.5 Behemoth 2T or CodeGemma via llama.cpp. Never sends code to external APIs.
One terminal for everything
GitHub, Jira, Kubernetes, Datadog — connected via Model Context Protocol.
Shared prompts & best practices
Version-controlled prompt templates alongside your code.
SOC 2, GDPR, HIPAA ready
Full audit trail, RBAC, and policy enforcement.
Multi-step with human oversight
HITL at every critical checkpoint. Rollback on failure.
Costs, adoption, ROI
Track token spend by project. Measure productivity gains.
Personal Edition
Illumind learns your coding style and runs locally. No subscriptions, no cloud dependencies, no privacy concerns.
Llama 4.5 Scout runs entirely offline
No tracking, no analytics
Adapts to your patterns
Personal productivity insights
Available Models — all included
flat $12 / moMCP Integration
Illumind connects to all your tools via Model Context Protocol. No context switching. No copy-paste.
MCP (Model Context Protocol) is an open standard for connecting AI systems to external tools. If your tool has an MCP server, Aichat can use it.
Read MCP docsEnd-to-End Incident Investigation
/alert PROD-4521Alert: Elevated latency in payment-service/logs service=payment 30mFound: Connection pool exhausted after #4521/k8s scale deploy/payment --replicas=10Scaled up. Latency returning to normal./jira create --severity=highCreated PROJ-4530: Fix connection pool configHardware compatibility
Same CLI, same agents, same audit log — from a MacBook in a coffee shop to an airgapped H100 rack. Our own production box is an NVIDIA DGX Spark, and every release ships only after a full regression pass on it.

Every agent, every prompt and every release goes through a full regression pass on the same GB10 Superchip box our engineers use. If the release notes say it ships, it shipped on DGX Spark first.
Our team tests every agent and prompt against DGX Spark's Blackwell GPU. What ships in the release notes has already survived a week of real workloads on it.
The CLI detects GB10, pins local models to the unified memory pool, and uses NVLink-C2C for Grace↔Blackwell transfers. Zero manual tuning.
Frontier-size weights stay in memory. Context windows of 1M tokens on Opus 4.7 fit without paging. Disk is for snapshots only.
DGX Spark or an H100 rack behind your firewall — same CLI, same agents, same audit log. Nothing phones home.
Tested deployment targets
one command · any tierDev laptop
M-series · Ryzen · Core i7
Runs everything through the cloud; local routing kicks in for short prompts.
Workstation
RTX 4090 · W7900 · M3 Max
On-device inference for Scout-class models; still draws Opus 4.7 when needed.
NVIDIA DGX Spark
GB10 Superchip · 128 GB LPDDR5X
Our daily driver. 1 PFLOP FP4. Fine-tuning and long-context agents run locally.
Multi-node cluster
H100 · MI300 · GB200 NVL
Airgapped Enterprise deploy — fine-tuned Behemoth 2T in your VPC.
Capabilities
Replace half your toolkit. One CLI that handles agents, RAG, function calling, style learning, and private analytics.
Command Mode
Chat with models in a clean REPL. Switch between local and cloud models. Full markdown and code rendering.
AI Agents
Code reviewer, SQL optimizer, security auditor. Each ships with tuned system prompts and tool access.
Style Learning
Observes your coding style and generates suggestions that match your conventions and preferences.
Private Analytics
Understand your coding patterns, flow states, and improvement over time. All data stays local.
Agents
Each agent ships with curated system prompts, tool access, and context. Organized by domain. Tested and updated continuously.
PR review, bug detection, fix suggestions. 15+ languages.
Index a repo. Ask questions about architecture.
Find vulnerabilities, race conditions, memory leaks.
Generate README, API docs, inline comments.
Smart commits, conflict resolution, branch mgmt.
OWASP scan with full remediation steps.
Natural language to SQL. Query, migrate, optimize.
REST/GraphQL endpoints from plain English.
Integrated tools
Open-source tools paired with AI agents. Each category ships with its own library and workflows.
Prompt Examples
Reference prompts engineered for Illumind and the models we ship. Continuously regression-tested against every new model release — so what worked yesterday still works today. Expand any row to read and copy the full prompt.
200+ more prompts in your dashboard
Security · Testing · DevOps · Refactoring · Data · Docs
Closed beta
We're rolling Illumind out cohort by cohort. Every approved developer and team gets direct support during the beta and their feedback shapes what ships next.
Share what you're shipping and how you'd use the workbench. Takes two minutes. We review same-day.
Apply for accessA private access code and sign-in link land in your inbox right after approval — usually within minutes. No onboarding call, no waitlist purgatory.
Enter your code at the private sign-in surface. Everything — models, agents, prompts, telemetry, team — unlocks from one place.
Sign inWhy closed beta
We keep cohorts small so every approved user gets hands-on onboarding, direct engineering support, and real influence on the roadmap. No public install, no leaked commands, no noisy neighbours on your models. Applications are reviewed same-day.
Enterprise consulting
From private model deployment in your VPC to MCP wiring against your existing tooling — Jira, GitHub, Datadog, PagerDuty, internal wikis. Our team does the setup, fine-tunes against your codebase, and stays on call while your engineers onboard.
Response within 24h
Same-day for existing customers
Custom proposals
Tailored to your stack & scale
Security review pass
SOC 2 / HIPAA / FedRAMP packs
Get started
30-day trial on Personal and Enterprise · Enterprise adds a consultation. No credit card required.