Use Cases

Benchmark Models On Swe-bench

1 project

Benchmark Models With Reproducible Verifiers

1 project

Benchmark Multi-agent Coordination

1 project

Benchmark Prefill/generation Throughput From The Admin UI

1 project

Benchmark Prompts And Compare Models In The Playground

1 project

Benchmark Recommendation And Summarization Memory Tasks

1 project

Benchmark Retrieval Quality On Knowledge-vault Datasets

1 project

Benchmark Retrieval Quality With IR Metrics And Llm-judged Scores

1 project

Benchmark Salaries And Convert Salary Data

1 project

Benchmark Small Decision Models Against Llm Baselines On Vizdoom, Maze And Snake

1 project

Benchmark Token Cost Of Mcp Schemas With Tiktoken

1 project

Benchmarking Agent Memory Across Interdependent Multi-session Tasks

1 project

Benchmarking Agents On Androidworld

1 project

Benchmarking Agents On Osworld, Screenspot, Android World

1 project

Benchmarking Decision Calibration Across Models And Tasks

1 project

Benchmarking Decision Models Against Frozen Eval Suites

1 project

Benchmarking Inference Latency And Throughput Vs Upstream Pytorch Ports

1 project

Benchmarking Inference Throughput And Latency

1 project

Benchmarking Local Llm Browser Agents

1 project

Benchmarking Long-horizon Memory In Agentic Applications

1 project

Benchmarking Model Performance Under Configurable Load

1 project

Benchmarking Retrieval Quality And Context Savings

1 project

Benchmarking Startup Financial Metrics

1 project

Benchmarking Vulnerabilities With Custom Criteria

1 project

Best-of-n Races Between Harnesses With Independent Review

1 project

Bi-temporal Fact History With Receipts

1 project

Bill Customers For Llm Token Usage

1 project

Binary Reverse Engineering Of Exe/dll/so/elf

1 project

Bind Assistants To Local Linux Or Remote Ssh Workspaces

1 project

Bind Code Files To Constraints And Query Holds Before Editing Via --for-path

1 project

Bioinformatics Differential-expression Analysis

1 project

Bioinformatics Literature And Target Research

1 project

Bitemporal Knowledge Graph That Records When Facts Held And When They Were Belie

1 project

Black-box Web App Assessment

1 project

Black-box Web Pentesting From A Url

1 project

Blast-radius And Affected-path Analysis For Changes

1 project

Blast-radius And Caller Analysis In One Call

1 project

Blind Side-by-side Model Comparison

1 project

Block AI Agent Commits That Leave Unformatted Or Conflicting Files

1 project

Block Bots And AI Crawlers Inflating Costs

1 project

Block Dangerous Commands Like Rm -rf And Git Push --force Before Execution

1 project

Block Destructive Bash Commands Via A Pretooluse Safety Hook

1 project

Block Destructive Commands Before Execution

1 project

Block Destructive Sql (drop/delete/truncate) Issued By Agents

1 project

Block Memory Poisoning In Persistent AI Agent Memory Stores

1 project

Block Or Hitl-approve Rogue Agent Tool Calls Before Execution

1 project

Block Or Redact Pii And Secrets In Prompts And Responses

1 project

Block Prompt Injection Before It Reaches An Llm

1 project

Block Prompt Injection From Forwarded Content

1 project

Block Prompt Injection In Agent Inputs And Tool Outputs

1 project

Block Pull Requests That Reintroduce Fixed Failures

1 project

Block Risky Agent Commands Like Rm -rf, Drop Table, Git Push --force Before Exec

1 project

Block Risky Shell Commands And File Access From AI Coding Agents Before Executio

1 project

Block Rm -rf, Drop Table, Or Force-push Before Execution

1 project

Block Secret Exfiltration From AI Agent Egress

1 project

Block Secret Writes And Protect Files Via Hooks

1 project

Block Writes That Appear To Contain Secrets

1 project

Block Writes To Ssh Keys, Cron, Launch Agents, And Tls/auth Config

1 project

Blockchain And Crypto Intelligence

1 project

Bm25 Keyword Search For Tool Discovery (retrieve_tools)

1 project

Board And Investor Communications

1 project

Bom, Datasheet And Mpn Coverage Reporting

1 project

Book And Cancel Appointments With Email Confirmation Codes

1 project

Book Flights And Receive A Pnr

1 project

Book Flights/hotels Autonomously

1 project

Book Material Import And Rag-style Reference Retrieval

1 project

Boolean Condition Checks For Verification

1 project

Boolean Proposition Probability Estimation

1 project

Bootstrap A Full Claude Code Development Stack In One Cli Command

1 project

Bootstrap A Git-versioned Knowledge Bundle Into Any Repository

1 project

Bootstrap A New Project With Specify Init For Spec-driven Development

1 project

Bootstrap A New Project With Verified Agent Rules And Hooks

1 project

Bootstrap A Project

1 project

Bootstrap A Repo With Tailored Agent Skills And Config Files

1 project

Bootstrap And Verify Skill Discovery Via A Doctor Script On A New Host

1 project

Bootstrap Multi-agent Workflows With Predefined Role Definitions

1 project

Bootstrap Project Config For Mcp Clients From The Godot AI Dock

1 project

Bootstrapping Your Own Coding-agent System Prompt

1 project

Borrow And Release An Existing Tab Without Disturbing The User's Browsing

1 project

Bot Traffic Detection And Filtering

1 project

Bounded Declarative Agent Live View Uis Rendered By The Host

1 project

Bounded Project-local Semantic Memory Recall For Prompts

1 project

Bounded Sat/smt Solving Through Z3

1 project

Bounded Site Crawling And Full-site Content Collection

1 project

Brainstorm Marketing Campaign Angles In An AI Coding Agent

1 project

Branch Agent Workflows On Confidence Scores

1 project

Branch And Iterate Images With A Node Editor

1 project

Branch And PR Convention Tracking Per Card

1 project

Branch And Roll Back Memory State

1 project

Branch Image Variations In A Node Graph

1 project

Breach Exposure Checks Via Haveibeenpwned

1 project

Break Messy Problems Into Inspectable Numbered Thoughts

1 project

Break Scripts Into Storyboards And Video Prompts

1 project

Break Specs Into Tracer-bullet Tickets With Blocking Edges

1 project

Bridge Agent Identity Through Corporate Oidc Providers

1 project

Bridge An Agent With Claude Code Via File Inbox/outbox And Mcp

1 project

Bridge And Discover Mcp Tools From Swift Agents

1 project

Bridge Claude Desktop, Cursor, Claude Code, Codex/gemini Cli To Ros

1 project

Bridge Existing Mcp Servers Through A Gateway

1 project

Bridge External Agents And Mcp Servers Into Codex

1 project