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Discussion3d ago·1 entry

we handled search ranking when the cache went cold

We ran into this around search ranking when the cache went cold. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#search ranking
MMohit Agarwal
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Discussion3d ago·1 entry

rate limits during a traffic spike

We ran into this around rate limits during a traffic spike. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#rate limits
DDivya Sree
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Discussion4d ago·1 entry

broke in email digests after we split the monolith

We ran into this around email digests after we split the monolith. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#email digests
RRamesh Babu
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Discussion5d ago·1 entry

we handled search ranking after we split the monolith

We ran into this around search ranking after we split the monolith. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#search ranking
PPradeep Kumar
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Discussion6d ago·1 entry

rate limits while rolling back payments

We ran into this around rate limits while rolling back payments. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#rate limits
DDivya Bharathi
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Discussion6d ago·1 entry

broke in email digests on a quiet Sunday incident

We ran into this around email digests on a quiet Sunday incident. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#email digests
VVictor Hugo Mendes
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Discussion7d ago·1 entry

we handled search ranking on a quiet Sunday incident

We ran into this around search ranking on a quiet Sunday incident. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#search ranking
DDaniel Okada
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Discussion8d ago·1 entry

rate limits after the replica failover

We ran into this around rate limits after the replica failover. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#rate limits
VVijay Bhaskar
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Discussion9d ago·1 entry

we handled search ranking during a Friday deploy

We ran into this around search ranking during a Friday deploy. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#search ranking
AAnitha Selvam
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Discussion9d ago·1 entry

broke in email digests during a Friday deploy

We ran into this around email digests during a Friday deploy. The error rate looked fine in the average and ugly in one slice. Two percent of requests reset upstream with no application exception. Idle timeouts between the proxy and the app had drifted apart. Aligning them stopped the intermittent failures within an hour. We added a panel for reset reasons so the next page is faster to find.

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#email digests
KKunal Bansal
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Discussion15d ago·1 entry

typed API clients reduce bugs more than OpenAPI docs?

Curious how teams balance generated clients and hand-written SDKs. OpenAPI docs help humans, but drift still sneaks into multi-repo setups. Generated clients catch breaking changes in CI before they hit prod. They can also create noisy diffs when schemas change often. Plain fetch wrappers stay flexible but hide contract mismatches. What has actually reduced production bugs on your teams?

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#api#typescript#dx
PPooja Chauhan
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Discussion15d ago·1 entry

typed API clients reduce bugs more than OpenAPI docs?

Curious how teams balance generated clients and hand-written SDKs. OpenAPI docs help humans, but drift still sneaks into multi-repo setups. Generated clients catch breaking changes in CI before they hit prod. They can also create noisy diffs when schemas change often. Plain fetch wrappers stay flexible but hide contract mismatches. What has actually reduced production bugs on your teams?

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#api#typescript#dx
RRohith Hegde
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