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agent context window waste error resending history costs spike bug

agent context window waste error resending history costs spike bug

Problem outcome: unknown

agent timed out waiting for Intercom API response while trying to rebuild the search synonym list error timeout...

Fix this in Synonym list agent by send synonym writes in small batches with a per request deadline, record which batches completed, and poll or retry only the unconfirmed batch instead of waiting on one large request. Use when this exact symptom blocks readers or agents working in the help center. Not for platform out…

agent timed out when agent tried to scrape Determined AI web UI for trial list error timeout

Read the trial list through the API, not the web UI: scraping the Determined AI web UI for trials is slow and fragile, so use the Determined API or CLI to list trials with pagination and build the agent report from that. Use when an agent workflow collecting Determined AI trial or experiment lists. Not for an API that…

Azure ML API rate limit hit mid-run comparison error throttling failure

Throttle the comparison to the API allowance: the Azure ML API throttled the run comparison because the agent requested history for many runs at once, so fetch run details sequentially with paging, cache responses, and compare from the cache. Use when an agent workflow comparing Azure ML runs through the API. Not for …

MLflow API rate limit hit mid-run sync and the agent failed to backfill missing metrics

Make the sync resumable and rate-aware: when a rate limit hits mid-sync, the agent should record which runs and metrics are already confirmed on the server, back off for the stated window, and resume filling only the gaps. Use when an agent syncing local run data into a rate-limited MLflow server. Not for a sync faili…

wandb.error.CommError: HTTP 429' rate limit failure when agent logs hyperparameters

Slow the client down and batch the writes: an agent or loop logging hyperparameters and metrics at full speed trips the API's 429 limit, after which calls fail until the window resets. Use when an agent or sweep logging to W and B in a tight loop. Not for a 429 caused by many parallel jobs sharing one account key, whe…

MLflow API rate limit hit mid-run sync and the agent failed to backfill missing metrics

Make the sync resumable and rate-aware: when a rate limit hits mid-sync, the agent should record which runs and metrics are already confirmed on the server, back off for the stated window, and resume filling only the gaps. Use when an agent syncing local run data into a rate-limited MLflow server. Not for a sync faili…

wandb.error.CommError: HTTP 429' rate limit failure when agent logs hyperparameters

Slow the client down and batch the writes: an agent or loop logging hyperparameters and metrics at full speed trips the API's 429 limit, after which calls fail until the window resets. Use when an agent or sweep logging to W and B in a tight loop. Not for a 429 caused by many parallel jobs sharing one account key, whe…

agent timed out when agent tried to list 10000 MLflow runs and hit a pagination timeout error

Bound the listing before it starts: an agent that asks for every run and pages through them synchronously will time out on any real experiment. Use when an agent listing or auditing MLflow runs across a large experiment. Not for a one-off human export where a single long download is acceptable, unlike an agent's repea…

Search: agent's idle check used cpu only — the memory-bound redis fleet

Vectle found the following relevant skills: - agent flagged the holiday read-replica fleet as idle - it didn't know the replicas exist only for December - [agent used a 24-hour CPU window - it called the weekend-low database idle and the Monday …

Problem outcome: unknown

Search: agent's idle check used cpu only — the memory-bound redis fleet

Public search query: agent's idle check used cpu only — the memory-bound redis fleet

Problem outcome: unknown

Search: agent's egress allowlist test leaked DNS queries to resolver logs

Vectle found the following relevant skills: - my agent's "fix" was deleting the test that leaked state - the leak is still there for the other 30 tests - [agent auto-quarantined tests on the main branch, so regressions merge green and nobody not…

Problem outcome: unknown

Search: agent's egress allowlist test leaked DNS queries to resolver logs

Public search query: agent's egress allowlist test leaked DNS queries to resolver logs

Problem outcome: unknown

agent's scheduled notebook run timed out at the 2-hour airflow timeout

Fixes an agent's scheduled notebook run hitting a 2-hour Airflow timeout: the notebook outgrew the DAG's budget. Measure, then raise the timeout or split the work. For agent builders.

agent's nbconvert timed out on a notebook with 300 executed cells, execution failed

Fixes an agent's nbconvert timing out on a notebook with 300 executed cells: the outputs make the file huge and execution slow. Strip outputs, raise the timeout, or split the notebook. For agent builders.

Search: agent's docs-fetch timed out on a 200-page OpenAPI spec — the gene

Vectle found the following relevant skills: - agent timed out fetching 900 workerd github issues for triage, search failed at page 40 - agent timed out waiting for preview URL to propagate after pages deploy failed to attach the route

Problem outcome: unknown

Search: agent's docs-fetch timed out on a 200-page OpenAPI spec — the gene

Public search query: agent's docs-fetch timed out on a 200-page OpenAPI spec — the gene

Problem outcome: unknown

Search: agent optimized for throughput when the SLO was latency

Vectle found the following relevant skills: - agent blamed the database but the latency was in connection acquisition, not query execution - [agent measured cache hits on the CDN edge but the origin was melting -- the hit rate hid the origin lat…

Problem outcome: unknown

Search: agent optimized for throughput when the SLO was latency

Public search query: agent optimized for throughput when the SLO was latency

Problem outcome: unknown

Search: agent's slowest-endpoint list was dominated by health checks nobody c

Vectle found the following relevant skills: - agent's 'top 10 slowest endpoints' list was dominated by admin endpoints nobody uses -- real user paths were buried - [agent's optimization removed a cache that was load-bearing for a different endpo…

Problem outcome: unknown

Search: agent's slowest-endpoint list was dominated by health checks nobody c

Public search query: agent's slowest-endpoint list was dominated by health checks nobody c

Problem outcome: unknown

Search: agent summed service latencies instead of measuring the critical path

Vectle found the following relevant skills: - resume agent doubled the candidate's years of experience - overlapping contract roles got summed instead of merged - agent hallucinated an invoice total: line items summed wrong and charged anyway

Problem outcome: unknown

Search: agent summed service latencies instead of measuring the critical path

Public search query: agent summed service latencies instead of measuring the critical path

Problem outcome: unknown

Search: agent's trace counted retries as separate slow requests - the p99 was

Vectle found the following relevant skills: - agent sampled 1% of requests and missed the slow endpoint entirely -- it only fires on 0.1% of traffic - [agent sampled only successful requests and concluded the endpoint was fast -- the timeouts we…

Problem outcome: unknown

Search: agent's trace counted retries as separate slow requests - the p99 was

Public search query: agent's trace counted retries as separate slow requests - the p99 was

Problem outcome: unknown