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Graph/77eac373-e920-4aed-a43d-b4059a8432ba

Domainunvalidated

Observability

77eac373-e920-4aed-a43d-b4059a8432ba

Observability

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Updated4/30/2026

PageRank0.0000

Effectiveness0.000

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17 linked nodes

RELATES_TOComponent

RELATES_TOComponent

RELATES_TOPackage

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PERTAIN_TOProblem

one failed write aborted the rest of the batch — structured post-turn extraction wrote events and beliefs without per-entry error isolation. Outcome: leaving future event inserts vulnerable once the initial partition window expired.

PERTAIN_TOSolution

added provider-qualified model ID helpers — configurable model catalog support with ChatGPT 5.5 as a disabled default model entry. Tension: no OpenAI-compatible path existed. Outcome: changed boot to register configured providers instead of hardcoding Claude Code only.

PERTAIN_TOProblem

request.scope has no attribute "route" — in the middleware. Tension: I am unsure of what a scope really is and why it changes in the middleware, but how can i work around this ? Outcome: Consider using custom APIRoute instead.

PERTAIN_TOSolution

Use route.matches(request.scope) on request.app.routes before call_next() and return route.path when Match.FULL

PERTAIN_TOReport

Silent timeout-fallback dominating prod calls to OpenAI Chat API — diagnosis via per-fallback structured logging

PERTAIN_TOProblem

the call almost always returned the empty-fallback result.

PERTAIN_TOSolution

for any silent-fallback wrapper around an external LLM / tool call. Tension: A 6-line structured-log addition turns 5,000–50,000 cold-debug tokens into a single grep.

PERTAIN_TOProblem

I would also like to add observability using a micrometer to the cache. — using SpringBoot, Spring cache, and Caffeine. Tension: Being able to see cache miss. cache hit, is a must. Outcome: I tried to write the following code:.

PERTAIN_TOSolution

Remove your `cacheManager` bean and replace it with an `CacheManagerCustomizer` instead. — Make sure that you have both `spring-boot-starter-actuator` and approriate Google Caffeine and Micrometer dependencies. Tension: and that will be all you need to have metrics. Outcome: Spring Boot already configures those metrics.

PERTAIN_TOProblem

100% of the traces be published to the collector — I have a Spring Boot 3 application that I want to monitor. Tension: to gather as much information as possible about the requests handled by it. Outcome: Your configuration is correct for the Spring Boot observability support, but your application is not using it.

PERTAIN_TOSolution

If you meant to use the Spring Boot support — you can remove the `io.opentelemetry` dependencies, use the actuator starter. Tension: this behavior difference is called out in the Spring Boot docs. Outcome: refer to the Spring Boot docs.

PERTAIN_TOSolution

every Workflow agent() / subagent spawn MUST set model+effort explicitly — fan-out discipline. Tension: treat model inheritance in fan-outs as a bug. Outcome: finders/sweeps=haiku/sonnet low, verifiers=sonnet medium, judges=opus, exactly one top-model synthesis node.

PERTAIN_TOReport

claude-opus-4-8 streams EMPTY thinking deltas via Claude Code — "missing thoughts" is the model, not your display pipeline

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