Context Is Code: A Tour of APM and AgentRC If you've shipped an AI agent into a real codebase in the last twelve months, you've felt this: every agent, every developer, every machine — different setup. A README that says "install these extensions." A copilot-instructions.md somebody copy-pasted from another repo. MCP server configs in three…... #AgentPackageManager#APM#claudecode#GitHubCopilot https://foojay.io/today/context-is-code-a-tour-of-apm-and-agentrc/
Context Is Code: A Tour of APM and AgentRC
Why agent context needs a package manager, what APM gives you, and how AgentRC closes the loop on generation and evals.
You added #vLLM to your stack. Now try figuring out why inference suddenly got slow.
Traditional #APM won’t show you KV cache pressure, queueing, prefill, or decode bottlenecks.
New walkthrough from Julia Furst Morgado on observing vLLM with #OpenTelemetry and Dash0: eu1.hubs.ly/H0vjfj40
Observing vLLM with OpenTelemetry and Dash0 · Dash0
How to observe vLLM using OpenTelemetry and Dash0. Covers the traces vLLM actually emits, which Prometheus metrics matter, OTel Collector configuration, and what you'll see once data is flowing.
AcuBliss had a slow endpoint doing 418 SQL queries. Claude Code + Scout MCP found the root cause in under 3 minutes: three N+1 patterns buried in a serializer. Here's how a 2-person team debugs like a 20-person team. https://www.scoutapm.com/blog/acubliss-cost-of-flying-blind#APM#DevTools
AcuBliss Uses Claude Code and Scout to Debug N+1s in Minutes | Scout Monitoring
AcuBliss is a booking and scheduling platform built with a lean engineering team. This is how they caught a production slowdown before their users did, and how Scout changed the way they debug.
Best APM for Small Development Teams in 2026 | Scout Monitoring
A practical comparison of APM tools for small development teams without dedicated DevOps or SRE. Covers Scout, Sentry, Honeybadger, AppSignal, New Relic, and Datadog.
Best Sentry Alternatives in 2026: A Developer's Guide | Scout Monitoring
Looking for a Sentry alternative? A practical comparison of tools that offer more integrated APM, simpler pricing, or better fit for specific languages and team sizes.