GOOGLE ADK // GO AGENT RUNTIME

Agents that reason in Go.

Built on Google ADK. Not glue code around a chat API. Compiled for high concurrency, explicit state boundaries, and deterministic tool execution.

Test Signal Run → Read Architecture

SIGNAL TELEMETRY — IDLE WAVEFORM FREQ: 1000Hz

01 / PIPELINE ARCHITECTURE

How a request becomes an answer

Every agent call executes through an explicit state machine using Go channels and PostgreSQL unit-of-work transactions.

01 REQUEST

Structured Request

Ingests typed protocol buffer or JSON payloads directly into context-bound Go structs.

02 REASONING

ADK Reasoning Graph

Generates execution steps via Google ADK Go SDK using Responses API schema bounds.

03 TOOL CALL

Direct Tool Execution

Executes native Go functions and raw SQL queries using DBTX transaction interfaces.

04 RESPONSE

Verified Response

Validates response invariant checks and returns structured data to caller.

INTERACTIVE TELEMETRY DEMO

Test Signal Execution

TARGET PROMPT: "Audit double-entry balances in postgres ledger database and compute tax totals."

SYSTEM LOG TELEMETRY // GO ADK KERNEL

LATENCY: 0ms TOOL CALLS: 0 HEAP: 0MB

$ signal-machine --agent=ledger-audit --run
[System idle. Click "EXECUTE SIGNAL RUN" to stream agent execution telemetry...]

02 / PRODUCTION SHOWCASE

Built for systems that actually run

Sample Go agent deployments executing automated financial audits, AST refactoring, and analytical database queries.

Ledger Audit Agent

Real-time double-entry transaction auditing against PostgreSQL with zero-allocation APD arithmetic.

MODEL: gemini-1.5-pro-go TOOLS: pgx/v5, DuckDB, APD LATENCY: 164ms avg

View system →

Go AST Transformation Engine

Static analysis and automated refactoring agent for Go codebases with gopls integration.

MODEL: gemini-1.5-pro-go TOOLS: go/ast, gopls, Go SDK LATENCY: 142ms avg

View system →

Multi-Tool SQL Synthesizer

Federated query engine combining transactional PostgreSQL state with DuckDB OLAP analytics.

MODEL: gemini-1.5-flash-go TOOLS: pgx/v5, DuckDB C-go LATENCY: 88ms avg

View system →

Cloud Run Telemetry Monitor

Durable workflow monitor tracking container health metrics and auto-scaling events.

MODEL: gemini-1.5-flash-go TOOLS: Cloud Run API, Outbox LATENCY: 95ms avg

View system →

03 / ENGINE SPECIFICATION

Why Go + Google ADK

Most AI agent architectures wrap python scripts around generic chat HTTP calls, suffering from uncontrolled memory footprints, unhandled concurrency race conditions, and opaque tool execution loops.

Signal Machine builds on the official Google ADK Go SDK using the modern Responses API. Agent state transitions are compiled directly into Go binaries using goroutines and channel primitives. Database interactions use raw SQL through pgx/v5 and DBTX transactional boundaries.

0ms Runtime Interpreter Overhead

Strict Type-Safe Schema Bounds

100% DBTX Transaction Safety

04 / ENGAGEMENT

Deploy Go Agents for your stack

We build custom, production-grade Go AI agents and durable telemetry workflows tailored for enterprise systems.

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