12ms
p50 ingest
Span graph runtime
Compose nested agent traces as a live graph. Replay decisions, branch timelines, and pin regressions in one pane.
Agent Observability Runtime
SpanWrap
Wrap every agent span with liquid-fast tracing, structured memory, and cyber-precise control planes—built for teams shipping autonomous systems.
- /Sub-ms spans
- /GPU-ready shaders
- /SOC2-ready
< 0.4ms
Latency overhead
6+
SDK languages
99.99%
Uptime SLO
Architecture
Built like infrastructure.Feels like a design tool.
SpanWrap is the wrap layer between your agents and the chaos of production—bento-modular, cyber-minimal, obsessively fast.
Liquid memory
Adaptive context windows that compress, promote, and expire tokens without losing causal chain integrity.
Control plane
Policy hooks, kill switches, and budget caps that travel with every span—not bolted on after the fact.
2.4M
spans / min
Throughput
Streaming exporters tuned for high-cardinality agent events without melting your observability bill.
Composable SDKs
TypeScript-first wrappers for LangGraph, Vercel AI SDK, and custom runtimes—one SpanWrap surface.
Edge-ready agents
Ship the same wrap layer from local REPL to edge workers. Deterministic IDs. Zero cold-start tax.
Workflow
From idea to traced agentin four steps.
01
Wrap
Drop the SDK around any agent runtime. One decorator, zero config—every call becomes a structured span.
02
Trace
Watch decisions stream into the span graph in real time. Tool calls, memory reads, retries—all causally linked.
03
Replay
Rewind any execution deterministically. Branch a timeline, patch a prompt, and diff the outcomes side by side.
04
Ship
Promote to production with policy hooks and budget caps attached. Agents auto-scale, self-heal, report back.
Developer Experience
Built for developers.Loved by teams.
01
Install SDK
One command to get started
02
Wrap agent
TypeScript-first span decorator
03
Add policies
Budget caps and guardrails inline
04
Deploy
One command to production
terminal
# Install the SpanWrap SDK
$ npm install @spanwrap/sdk
# Initialize your project
$ npx spanwrap init
✓ Span graph connected
✓ Policies scaffolded
✓ Ready to trace
// wrap any agent
import { wrap } from '@spanwrap/sdk'
const agent = wrap(myAgent, {
budget: '$4.00',
replay: true,
})
typed end-to-endTS · Python · Go
Live right now
Agents working 24/7,every span accounted for.
3,847
agents active globally
AgentTaskRegionStatus
analyst-7f2a#A1B2C3Generating Q2 usage reportus-eastrunning
executor-3b1c#D4E5F6Running integration test suiteeu-westrunning
researcher-2c8f#G7H8I9Scraping competitor pricing dataus-westqueued
planner-5a3d#J0K1L2Syncing Notion docs with Lineareu-centralrunning
coder-8d1a#M3N4O5Refactoring auth module — 3 filesap-southrunning
monitor-9d4e#P6Q7R8Monitoring uptime across 8 regionsus-eastcomplete
Web ResearchCode GenerationEmail DraftingData AnalysisPR ReviewsSchedulingSQL QueriesAPI CallsFile ProcessingMonitoringWeb ResearchCode GenerationEmail DraftingData AnalysisPR ReviewsSchedulingSQL QueriesAPI CallsFile ProcessingMonitoring
Report WritingSlack SummariesLead ScoringImage TaggingTest RunningDeploymentLog ParsingInvoice ProcessingMeeting NotesSentiment AnalysisReport WritingSlack SummariesLead ScoringImage TaggingTest RunningDeploymentLog ParsingInvoice ProcessingMeeting NotesSentiment Analysis
Security
Enterprise-gradefrom day one.
Every action is logged, every decision is traceable. Built for teams that need compliance without compromise.
SOC 2 Type II
Independently audited security controls
Full Audit Trail
Every decision logged with full traceability
Real-time Observability
Monitor, debug, and replay any execution
SOC 2GDPRHIPAA ReadyISO 27001
Live Audit Trailstreaming
- 12:34:21agent_executed
- 12:34:18decision_logged
- 12:34:15tool_called
- 12:34:12memory_updated
- 12:34:09output_generated
- 12:34:05policy_checked
Pricing
Start free. Scale when agents do.
Developer
$0forever
Local wrap, infinite curiosity.
- 1M spans / mo
- Community SDKs
- Replay (7 days)
Popular
Team
$49/seat
Production agents with shared graphs.
- 50M spans / mo
- Policy hooks
- SSO + audit log
- Priority support
Enterprise
Custom
Air-gapped, VPC, and custom exporters.
- Unlimited spans
- Dedicated region
- On-prem option
Start wrapping your agent workforce.
Join thousands of teams tracing agents that work around the clock, across every timezone—with every span accounted for.
No credit card · 1M free spans / mo