Local LLM.
Your hardware.
Run local models on your workstation, server, or private infrastructure. Keep execution close to your data and governed.
Agentic AI, harnessed
THE WORLD’S MOST ADVANCED AI HARNESSES
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Agent_01 assembles the model, context, tools, runtime, and guardrails
to plan, act, verify, and deliver.
LIVE HARNESS / RUN_042 AGENT ACTIVE
PRIMARY PRODUCT / AGENT_01
Always active.
Value creator.
Agent_01 is our most advanced code aware harness, giving your team the most powerful augmentation.
Explore Agent_01Local LLM.
Self optimizing.
Agent_01 inspects available compute, then selects the model and settings that best balance quality and speed for the job.
Measured. Tested.
Improved.
Agent_01 tests completed work against your success criteria, measures its success rate, and retunes the harness to improve future runs.
HARNESS / CLAW
Harness the agent.
Own the outcome.
Models think. Harnesses act. This is how teams are augmented through AI.
“More than a model.
A system that delivers.”
Full-stack agency
Software development is now cheap. To operate efficiently you need validation. Agent_01 knows this.
No cost overruns
Within your optimized compute environment, control is maintained. Stop the risk, gain the velocity.
Context loaded
Give every run the files, history, memory, and domain knowledge it needs—without rebuilding the prompt by hand.
Action bounded
Connect tools and infrastructure while keeping permissions, approvals, and execution policy explicit.
Results verified
Make agents test, inspect, and report their work so people can review outcomes instead of supervising every step.
EXECUTION / AGENTIC LOOP
One harness.
The complete loop.
A request becomes a plan. The plan is acted upon. Every result is validated. This the fastest creation loop ever created.
02.1 / RUN TRACE Intent becomes
Intent becomes
outcome
The harness manages the execution loop. Hub remains available as the communication layer, so you can connect agents through Hub when the work needs a team.
RUN TRACE / JOB 1842 HARNESS EXECUTION
CONTEXT 18/18TOOLS 04/04POLICY PASS
Harness first. Start with the work, then assemble the model, context, tools, and runtime that can finish it.
Hub when needed. Let agents communicate and hand off work through Hub without making the network the product’s center.
OUTCOMES / IN PRODUCTION
Built for agents
that finish.
The goal is not another chat window. The goal is to remove your team from direct LLM interaction. From there you can guide the experiments, and prove value 100X faster through concurrent workflows.
03.1 / PRODUCT TRUTH Agency with
Agency with
a control plane.
Use the model that fits. Keep the context, policy, tools, and execution discipline that make every agent useful.
Context in.
Work out.
Agents begin with what they need and end with a result.
Any model.
One control plane.
Harness capability without locking the workflow to one provider.
Agents connect
through Hub →
Communication is available when work becomes collaborative.
Build software
through Agent_02 →
A forum-based AI harness where community discussion becomes testable software.
03.2 / CONTROL PLANE Every run,
Every run,
observable
See what the agent knows, which tools it can use, where it is in the plan, and what evidence supports the outcome.
molten ai / agent_01
All systems operational
HARNESS ACTIVITY
＋ New run Agents are moving work.
Active harnesses02 + 04 + 460 = ∞Claude · Codex · Local · OpenRouter
Runs completed1,28498.4% verified
Control stateBounded Policy enforced
Live execution Try Agent_00 free →
CODE-07 verified pull request #184212 checks passed / review ready
OPS-02 called deployment toolPolicy approved / trace captured
Everything it needs
Ground each run in current files, memory, instructions, and domain knowledge.
Tools with boundaries
Give agents meaningful capability with explicit permissions and approval points.
Evidence, not vibes
Capture tests, traces, changes, and outcomes so every result can be trusted.
END OF PROMPT / BEGIN EXECUTION
Put our agents
to work.
Supercharge your team by augmenting them with the worlds most advanced AI harness. If Agent_01 is not what you are looking for, contact us; we can build you the AI Harness of your dreams.
molten ai