Agents that don’t forget. Actions that don’t repeat.
1@agent()
2class ResearchCoordinatorAgent extends BaseAgent {
3 readonly researchTasks: ResearchTask[] = [];
4
5 constructor() {
6 super();
7 }
8
9 async conductResearch(topic: string): Promise<Report> {
10 const taskId = generateUniqueId();
11
12 // Exactly-once calls to other agents
13 const searchAgent = SearchAgent.get(taskId);
14 const writingAgent = WritingAgent.get(taskId();
15 const searchResults = await searchAgent.query(topic);
16
17 const analysis = await analystAgent.analyze(searchResults);
18 const report = await writingAgent.generateReport(analysis);
19
20 // State automatically preserved
21 this.researchTasks.push({
22 topic,
23 status: "completed",
24 reportId: report.id,
25 });
26
27 return report;
28 }
29}Why You Need Agent-Native
Lost State
A crash wipes in-memory plans and wastes tokens
Golem snapshots every step so work resumes exactly where it left off
Duplicate Work
Retries can fire webhooks twice and double-charge users
Golem's log runs each action once —no extra calls, no idempotency code
Black-Box Debug
Console logs can’t explain why an agent failed at 2 a.m.
Golem records a full, searchable trace of prompts, tools, and data
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Stalled Loops
Human approval or slow APIs hit serverless timeouts
Golem parks idle agents and wakes them with state intact — no cost spikes
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DIY Infra Tax
Queues, tables, schedulers, and glue soak weeks of effort
Golem bundles durability so you code logic, not plumbing
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Rebuild Risk
Rolling your own durable executor is a multi-year project
Golem delivers proven, reliable execution today — skip the detour
The Code You See.
The Runtime You Don’t.
The Code You Write
1 class TaskManager{
2 private tasks: string[] = [];
3
4 addTask(task: string){
5 this.tasks.push(task);
6 }
7
8 async processTasks(){
9 for(const task of this.tasks){
10 console.log(`Processing: ${task}`);
11 await new Promise(r => setTimeout(r, 500));
12 }
13 this.tasks = [];
14 }
15 }
16
17 const manager = new TaskManager();
18 manager.addTask("Collect data");
19 manager.addTask("Analyze results");
20 manager.processTasks();The Runtime You Don’t Write
need to survive in production.
See a few of the companies who signed up for a sneak peek into the future
Hear more from David on why Golem changes how we think about building agents.
The Path to Production-Grade AI
Human-in-the-Loop Workflows
Agents that pause for human judgment on critical steps, capture the outcome, and resume with full state intact — ensuring decisions are applied without losing context or repeating work.
Example: Credit approvals in fintech, onboarding verification in SaaS, compliance reviews in healthcare and legal.
Intelligent Incident Response
AI-powered agents that investigate issues, fetch data from multiple systems, coordinate remediation, and escalate to humans when needed — without losing track or duplicating actions.
Example: Security breach triage, cloud service outage recovery, IoT fault remediation.
Reliable Data & Transactions Across Systems
Agents that synchronize data and execute transactions between CRMs, ERPs, APIs, and payment processors with exactly-once guarantees — eliminating duplicates and missed updates.
Example: Automated invoicing in SaaS, multi-system order fulfillment in ecommerce, customer data enrichment in marketing.
Personalized Content & Offers at Scale
Agents that assemble and deliver tailored content, recommendations, or promotions with no duplicates or missed sends — even during high-traffic events.
Example: E-commerce promotions, personalized media feeds, targeted travel offers.
Multi-Agent Research & Analysis
Collaborating agents that gather, verify, and summarize complex information from multiple sources over hours, days, or weeks — preserving
Example: Competitive market analysis, policy research, large-scale scientific data review.
Continuous Risk Monitoring & Alerting
Agents that monitor transactions, system activity, and external signals in real time to detect and act on potential risks — without false repeats or missed alerts.
Example: Fraud detection in fintech, anomaly detection in cloud operations, supply chain disruption alerts in
Whatever your domain, Golem turns fragile prototypes into durable, production-grade AI agents — ready to power the workflows, integrations, and systems you can’t afford to get wrong.
