High-Performance AI Orchestration & Multi-Agent Runtime

from synapseflow import FlowEngine, ClaudeModel, Tool

# Initialize Anthropic Claude 3.5 Sonnet engine
engine = FlowEngine(
    model=ClaudeModel("claude-3-5-sonnet-20241022"),
    temperature=0.2,
    max_tokens=4096
)

# Define deterministic agent with tools
@engine.tool
def run_code_audit(repo_path: str) -> dict:
    return {"vulnerabilities": 0, "status": "clean"}

agent = engine.create_agent(
    name="SecuritySentinel",
    system_prompt="Audit pull requests and emit structured fix recommendations."
)

# Stream real-time agent execution tokens
for chunk in agent.stream_run("Audit src/auth/jwt.py for token leakage"):
    print(chunk.delta, end="", flush=True)

import { SynapseClient, createAgent } from "@synapseflow/core";

const client = new SynapseClient({
  apiKey: process.env.SYNAPSE_API_KEY,
  provider: "anthropic",
  model: "claude-3-5-sonnet-20241022"
});

const codeReviewer = createAgent({
  name: "PRReviewer",
  system: "Analyze AST diffs for runtime regressions and memory safety."
});

// Stream responses with full SSE tool verification
const stream = await client.orchestrate({
  agent: codeReviewer,
  prompt: "Review PR #142 against zero-trust standards",
  stream: true
});

for await (const event of stream) {
  process.stdout.write(event.text ?? "");
}

curl https://api.synapseflow.dev/v1/orchestrate \
  -H "Authorization: Bearer $SYNAPSE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "claude-3-5-sonnet",
    "agent": "code-evaluator",
    "prompt": "Evaluate syntax validation on AST tree for PR #104",
    "options": {
      "stream": true,
      "tool_calling": "strict",
      "timeout_ms": 3500
    }
  }'