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AI Inference · Forensic Copilot

Agent Chicho™ — Cloud Inference & Diagnostic Engine

AI copilot for real-time clinical diagnostics of microelectronics, embedded natively in the LandBech Tool desktop suite. Built under the legal framework of the Right to Repair.

Last updated: 2026-05-22

Identity

Agent Chicho™ is not a generic conversational chatbot. It is an integrated analytical engine designed to act as a forensic assistant on the microelectronics workbench — it reads what the instrument reads and reasons over the same diagnostic payload the technician sees.

1 · Operational Capabilities

Hot Log Analysis

Instantly parses debug strings and error logs returned by the Rust-based desktop core during USB handshakes. Identifies corrupted offsets and low-level protocol communication failures.

Forensic Failure Diagnosis

From structural analysis of GPT partition tables on connected devices, the engine infers initialization failures, detectable corruption in persistent sectors, and hardware synchronization issues.

Schematic & Testpoint Assistance

Guides the technician by cross-referencing diagnostic codes with internal hardware mapping — pinpointing specific laboratory components, measurement requirements and physical voltage verification protocols (VCC / VCCQ).

Secure Cloud Infrastructure

Backed by server-side processing, every interaction settles against pre-funded processing credits balanced atomically through our platform database. Client-side executions stay lightweight and predictable.

2 · How it is billed (processing credits)

Each technical interaction with Agent Chicho consumes a small portion of pre-funded processing credits — the same internal unit used by the rest of the platform for cloud-side compute (firmware optimization, signature verification, instrumentation). Debits are dispatched under a single atomic SQL RPC, so double-charging on retry is structurally impossible and the operational ledger remains balanced.

If the credit balance is exhausted, the agent stops responding gracefully and instructs the technician to top up the workshop wallet. There is no surprise overage.

3 · What Agent Chicho does NOT do

  • It does not bypass FRP, OEM locks or carrier blacklists outside the lawful workflows of the underlying app.
  • It does not push code or firmware to a device without the technician's explicit confirmation in the desktop UI.
  • It does not exfiltrate device data — every payload it analyzes is what the technician has already collected with the LandBech instrument on the bench.
  • It does not replace certified professional judgment. It is a copilot, not the operator of record.
LandBech Tool™ and Agent Chicho™ operate strictly under the legal framework of the Right to Repair. All product names, logos and brands referenced are property of their respective owners.