Use Cases

Token-efficient Page Snapshots Via Accessibility Trees

1 project

Token-efficient Structured Page Introspection

1 project

Token/cost Estimation Per Loop Level (loop-cost)

1 project

Token/cost Usage Tracking Per Provider

1 project

Tool Calling And Reasoning Parser Pipelines

1 project

Tool Calling From Embedded Devices To Edge Functions

1 project

Tool Calling Via Mcp Servers

1 project

Tool Calling Via Mcp Servers (linear, Notion, Github)

1 project

Tool-calling And Search Agents

1 project

Tool-calling React Agents

1 project

Tool-gated Retrieval With Receipts For Auditing Agent Decisions

1 project

Tool/function Calling From Swift Clients

1 project

Tool/plugin Calling With Structured Output

1 project

Topic Modeling And Clustering

1 project

Topology Blast-radius Analysis Before Changes

1 project

Trace AI Answers To Exact Files And Pages

1 project

Trace Agent And Chatbot Sessions

1 project

Trace Agent And Llm Calls With Opentelemetry Backends

1 project

Trace Agent And Model Usage With Opentelemetry And Langfuse

1 project

Trace Agent Execution Step By Step

1 project

Trace Agent Runs And Tool Calls

1 project

Trace Agent Runs With Langsmith/langfuse/phoenix/honeyhive

1 project

Trace Agent Tool Calls And Kernel Executions With Opentelemetry

1 project

Trace Agents With Opentelemetry Or Swift Logging

1 project

Trace And Debug Llm And Agent Applications

1 project

Trace And Debug Llm Calls

1 project

Trace And Debug Llm Calls, Retrieval And Agent Actions

1 project

Trace And Debug Model Requests Locally

1 project

Trace And Evaluate Agent Behavior

1 project

Trace And Evaluate Hosted Agents End-to-end

1 project

Trace And Evaluate Llm Apps With Langfuse

1 project

Trace And Evaluate Llm/agent Runs With Langfuse

1 project

Trace And Inspect Otlp/perfetto Traces

1 project

Trace And Monitor Every Agent Run

1 project

Trace And Observe Agent Runs Via Opentelemetry/langfuse

1 project

Trace Artifacts To Producing Code And Environment

1 project

Trace Assembled Context Back To Source Events

1 project

Trace Call Chains And Function/class Relationships Across A Codebase

1 project

Trace Call Chains Through A Codebase

1 project

Trace Callers And Callees Of A Symbol

1 project

Trace Callers And Data Flow To Assess Change Impact

1 project

Trace Callers And Dependencies Before Changing Code

1 project

Trace Callers, Dependencies, And Cross-service Api Relationships

1 project

Trace Causes Behind Declining Customer Retention

1 project

Trace Code Definitions, Callers, And Tests

1 project

Trace Dependencies And Change Impact

1 project

Trace Each Row Back To Its Source, Data Version And Fetch Time

1 project

Trace Every Agent, Tool And Llm Call With Langfuse Or Logfire

1 project

Trace Function Call Flows

1 project

Trace Importers And Estimate Change Blast Radius

1 project

Trace Interactive Data Lineage And Impact Analysis

1 project

Trace Latency, Errors, And Tool Calls Across Agent Threads

1 project

Trace Llm And Agent Application Runtime With Opentelemetry

1 project

Trace Llm And Agent Calls With Opentelemetry Spans

1 project

Trace Llm And Agent Invocations Across Frameworks

1 project

Trace Llm Application And Agent Behavior

1 project

Trace Llm Calls And Graph Execution With Langfuse

1 project

Trace Mcp Tool Calls With Opentelemetry

1 project

Trace Mcp Tool Calls, Shell Exit Codes, And Workspace Snapshots Per Turn

1 project

Trace Multi-step Agent And Tool-call Trees

1 project

Trace Pipeline Lifecycle And Requests

1 project

Trace Program Behavior During Malware Research

1 project

Trace Proof Evidence And Source Spans For A Target Theorem

1 project

Trace Real Forward-pass Tensors And Residual Stream Values

1 project

Trace Retrieval And Vector-store Problems

1 project

Trace Retrieved Memories Back To Source Conversations

1 project

Trace Role To Duty To Privilege Security Chains

1 project

Trace Runs To Jsonl, Html Reports Or Opentelemetry

1 project

Trace X/z Values To Possible Sources

1 project

Trace, Debug And Visualize Agent Runs

1 project

Tracing And Observability Of The Agent Loop

1 project

Tracing Conclusions Back To Source Episodes

1 project

Track 5-hour And Weekly Usage Limits During Long Agent Runs

1 project

Track 7/30-day Task And Model Usage Statistics

1 project

Track AI Citation And Visibility Regressions Over Time In Ci/cd

1 project

Track AI Generation Costs And Usage Per Project

1 project

Track AI Referral Traffic From Chatgpt/claude/perplexity/gemini

1 project

Track AI Token Usage And Cost Per Team Or Session

1 project

Track AI Usage Costs And Account Limits

1 project

Track Agent Actions In An Activity Feed

1 project

Track Agent Activity And Workflow Runs

1 project

Track Agent Activity With Local, Offline-first Storage And Scrubbed Secrets

1 project

Track Agent Behavior With Structured Json Telemetry

1 project

Track Agent Command Usage And Token Savings

1 project

Track Agent Decisions And Link Them To Requirements

1 project

Track Agent Edits, Measured Outcomes, And Evaluation Costs

1 project

Track Agent Intent, Scopes, Claims, And Dependencies

1 project

Track Agent Presence, Stale Claims, And Task State In One Repo

1 project

Track Agent Runs With Telemetry

1 project

Track Agent Runs, Blockers, Ownership, And Replay History

1 project

Track Agent Sessions And Identify Those Waiting For Input

1 project

Track Agent Sessions On A Kanban Board

1 project

Track Agent Tasks And Session Status

1 project

Track Agent/component Adoption Via Leaderboards And Download Metrics

1 project

Track And Accept/reject Revisions In Word Documents Programmatically

1 project

Track And Contribute Geospatial Mcp Servers

1 project

Track And Estimate Token Usage And Cost From Local Agent Logs

1 project

Track And Manage Multiple Resume Versions

1 project

Track And Retire Dead Fallback Code Paths To Stop Silent Tech Debt

1 project

Track Applications And Outcomes In A Local Pipeline

1 project