“debugging”

Debug and support PostHog Experiments (A/B tests) for a customer looking at their own results.

Diagnose Fireworks training and deployment issues, including stuck or failed jobs, error messages, poor quality, checkpoint and resume problems, LoRA adapter…

Diagnose PostHog Surveys configuration and responses across all five SDKs (web/posthog-js, iOS, Android, Flutter, React Native).

Sysinternals DebugView CLI (DbgViewCli) for capturing and analyzing usermode and kernel-mode Windows debug output from the command line.

Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments.

Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts…

Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues.

Use when debugging issues.

Diagnose a failing or misbehaving sync — fetch run logs, identify errors, cross-reference with code, and suggest fixes

Finds out why a data quality check failed or errored, looks at the rows it matched, and recommends the fix.

Use when isolating failures.

Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging…

Architect, build, and debug Kafka Streams apps (JVM-embedded stream processing).

Profile or debug CPU usage and memory allocation in deployed Cloudflare Workers and Durable Objects.

Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination.

Write and debug Flink SQL that runs on Confluent Cloud, enforcing the CC-vs-Apache-Flink (OSS) dialect boundary.

Build, debug, or review Cloudflare Agents SDK applications using the agents package.

Build, debug, or review Cloudflare Workers invoked by the Forward action in Gateway HTTP policies, including the GatewayMiddleware entrypoint, Gateway types…

Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage.

Designs, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns, chooses partition/sort keys and GSIs, decides single-table…

MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

Logging best practices focused on wide events (canonical log lines) for powerful debugging and analytics

Configures, manages, and debugs the Fastly CDN platform — covering service and backend setup, caching and VCL, security features like DDoS/WAF/NGWAF/rate…

Write, route, cache, and debug Netlify Edge Functions, the Deno-based TypeScript or JavaScript handlers in netlify/edge-functions that run at the network edge…