Tagged debugging

Set up and troubleshoot the SingleR remote tool for ToolUniverse

Set up and troubleshoot the Slingshot remote tool for ToolUniverse

Set up and troubleshoot the Squidpy remote tool for ToolUniverse

Set up and troubleshoot the Tangram remote tool for ToolUniverse

Set up and troubleshoot the TranscriptFormer remote tool for ToolUniverse

Set up and troubleshoot the USPTO downloader remote tool for ToolUniverse

Install, update and troubleshoot the ToolUniverse plugin for Google Antigravity

Install, update and troubleshoot the ToolUniverse plugin for OpenAI Codex

Avoid common debugging traps by running the decisive experiment first

Chain evidence-linked whys to find the systemic root cause of a fault

Root-cause wrong results by reproducing, minimizing and instrumenting before fixing

Debug crashing, Pending or unreachable pods on live AKS clusters, read-only

Debug production issues in App Service and Container Apps with AppLens

Plan, deploy and troubleshoot Azure Local clusters, VMs and networking

Run and debug a local web app with a managed browser and a combined event timeline

Debug by forming testable hypotheses and confirming or rejecting each one

Explore several root-cause hypotheses in parallel across system areas

Trace a bug or crash to its true root cause instead of treating symptoms

Find and fix a bug's root cause with a reproduce, test and verify loop

Write and debug agent hooks that turn repeated rule breaks into hard gates

Fix agent plugins that are installed but missing, or skills that never activate

Diagnose Cloudflare redirect loops, SSL and DNS problems through the API

Debug network, streaming and TLS failures with falsifiable layered experiments

Choose and debug fine-tuning methods such as SFT, LoRA, DPO and GRPO by reward shape

Measure and debug web page performance with tested browser snippets

Measure and debug LCP, CLS and INP with guided Core Web Vitals workflows

Debug slow interactions, scroll jank and main thread blocking step by step

Debug test failures and unexpected behavior systematically before proposing fixes

Generate, coach and debug grid_ctf strategies with playbooks and lessons

Reduce e-commerce returns with clear policies, reverse logistics and root-cause fixes

Build and debug RL environments for Atropos training with reward functions and evals

Find the root cause of a bug or test failure before proposing any fix

Write help center articles with steps and troubleshooting from tickets and docs

Debug iOS crashes, hangs and memory issues with LLDB and Instruments

Analyze failing tests, suggest fixes and re-run them until they pass

Implement and debug URLSession, Network.framework and socket connections in Apple apps

Bridge UIKit and SwiftUI, migrate scene lifecycle and debug Auto Layout

Install, configure and troubleshoot the FlowDown AI app on iOS and macOS

Diagnose MATLAB errors with breakpoints, workspace inspection and try-catch

Simulate radar detections in radarScenario and debug missed detections

Debug Game Boy games with breakpoints, CPU tracing and disassembly in Gearboy

Diagnose and fix a failing installed skill with the smallest root-cause change

Drive multi-turn conversations with a local LiveKit agent to see how it behaves

Test and debug rendered frontend apps for console errors, layout and interaction bugs

Query Google Cloud logs, metrics and traces to debug production issues on GCP

Run and troubleshoot Wrangler commands for Cloudflare Workers projects

Write and debug Luau for Roblox with task scheduling, strict typing and event order

Trace AI agents with token, latency and cost metrics for debugging

Build efficient Dockerfiles and debug container images, networks and volumes