Published onMarch 25, 2026Automate Data quality: what I learned (120)DatasoftwareengineeringI automateed data quality end-to-end and got increased consistency.
Published onMarch 22, 2026Harden Rate limit handling: what I learned (119)RatesoftwareengineeringI hardened rate limit handling end-to-end and got made failures obvious.
Published onMarch 19, 2026Benchmark API governance: what I learned (118)APIsoftwareengineeringI benchmarked api governance end-to-end and got reduced cognitive load.
Published onMarch 16, 2026Trim IRL field testing: what I learned (117)IRLsoftwareengineeringI trimed irl field testing end-to-end and got improved readability.
Published onMarch 14, 2026I tightened error handling around remote callsSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onMarch 14, 2026I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onMarch 13, 2026Ship Developer ergonomics: what I learned (116)DevelopersoftwareengineeringI shiped developer ergonomics end-to-end and got shortened setup time.
Published onMarch 10, 2026Document Deployment safety: what I learned (115)DeploymentsoftwareengineeringI documented deployment safety end-to-end and got reduced build variance.
Published onMarch 7, 2026Stress-Test Observability: what I learned (114)ObservabilitysoftwareengineeringI stress-tested observability end-to-end and got decreased retry storms.
Published onMarch 5, 2026I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onMarch 4, 2026Audit Testing strategy: what I learned (113)TestingsoftwareengineeringI audited testing strategy end-to-end and got improved confidence.
Published onMarch 4, 2026I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onFebruary 28, 2026Tighten Schema design: what I learned (112)SchemasoftwareengineeringI tightened schema design end-to-end and got cut manual work.
Published onFebruary 28, 2026I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onFebruary 26, 2026I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onFebruary 25, 2026Rework Vector search: what I learned (111)VectorsoftwareengineeringI reworked vector search end-to-end and got improved mean time to fix.
Published onFebruary 22, 2026Stabilize Queue resilience: what I learned (110)QueuesoftwareengineeringI stabilizeed queue resilience end-to-end and got reduced false positives.
Published onFebruary 19, 2026Simplify Tool orchestration: what I learned (109)ToolsoftwareengineeringI simplifyed tool orchestration end-to-end and got lowered incident count.
Published onFebruary 13, 2026Harden Event-driven systems: what I learned (107)Event-drivensoftwareengineeringI hardened event-driven systems end-to-end and got made failures obvious.
Published onFebruary 7, 2026Trim Postmortem habit: what I learned (105)PostmortemsoftwareengineeringI trimed postmortem habit end-to-end and got improved readability.
Published onFebruary 6, 2026I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onFebruary 4, 2026Ship CLI design: what I learned (104)CLIsoftwareengineeringI shiped cli design end-to-end and got shortened setup time.
Published onFebruary 1, 2026Document Error handling: what I learned (103)ErrorsoftwareengineeringI documented error handling end-to-end and got reduced build variance.
Published onJanuary 31, 2026I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onJanuary 30, 2026I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onJanuary 29, 2026Stress-Test Build speed: what I learned (102)BuildsoftwareengineeringI stress-tested build speed end-to-end and got decreased retry storms.
Published onJanuary 26, 2026Audit State modeling: what I learned (101)StatesoftwareengineeringI audited state modeling end-to-end and got improved confidence.
Published onJanuary 23, 2026Tighten Frontend architecture: what I learned (100)FrontendsoftwareengineeringI tightened frontend architecture end-to-end and got cut manual work.
Published onJanuary 20, 2026Rework Data quality: what I learned (099)DatasoftwareengineeringI reworked data quality end-to-end and got improved mean time to fix.
Published onJanuary 17, 2026Stabilize Rate limit handling: what I learned (098)RatesoftwareengineeringI stabilizeed rate limit handling end-to-end and got reduced false positives.
Published onJanuary 13, 2026Simplify API governance: what I learned (097)APIsoftwareengineeringI simplifyed api governance end-to-end and got lowered incident count.
Published onJanuary 10, 2026Automate IRL field testing: what I learned (096)IRLsoftwareengineeringI automateed irl field testing end-to-end and got increased consistency.
Published onJanuary 10, 2026I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onJanuary 7, 2026Harden Developer ergonomics: what I learned (095)DevelopersoftwareengineeringI hardened developer ergonomics end-to-end and got made failures obvious.
Published onJanuary 4, 2026Benchmark Deployment safety: what I learned (094)DeploymentsoftwareengineeringI benchmarked deployment safety end-to-end and got reduced cognitive load.
Published onJanuary 1, 2026Trim Observability: what I learned (093)ObservabilitysoftwareengineeringI trimed observability end-to-end and got improved readability.
Published onJanuary 1, 2026I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onDecember 29, 2025Ship Testing strategy: what I learned (092)TestingsoftwareengineeringI shiped testing strategy end-to-end and got shortened setup time.
Published onDecember 26, 2025Document Schema design: what I learned (091)SchemasoftwareengineeringI documented schema design end-to-end and got reduced build variance.
Published onDecember 23, 2025Stress-Test Vector search: what I learned (090)VectorsoftwareengineeringI stress-tested vector search end-to-end and got decreased retry storms.
Published onDecember 22, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onDecember 20, 2025Audit Queue resilience: what I learned (089)QueuesoftwareengineeringI audited queue resilience end-to-end and got improved confidence.
Published onDecember 17, 2025Tighten Tool orchestration: what I learned (088)ToolsoftwareengineeringI tightened tool orchestration end-to-end and got cut manual work.
Published onDecember 11, 2025Stabilize Event-driven systems: what I learned (086)Event-drivensoftwareengineeringI stabilizeed event-driven systems end-to-end and got reduced false positives.
Published onDecember 5, 2025Automate Postmortem habit: what I learned (084)PostmortemsoftwareengineeringI automateed postmortem habit end-to-end and got increased consistency.
Published onDecember 4, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onDecember 2, 2025Harden CLI design: what I learned (083)CLIsoftwareengineeringI hardened cli design end-to-end and got made failures obvious.
Published onNovember 28, 2025Benchmark Error handling: what I learned (082)ErrorsoftwareengineeringI benchmarked error handling end-to-end and got reduced cognitive load.
Published onNovember 25, 2025Trim Build speed: what I learned (081)BuildsoftwareengineeringI trimed build speed end-to-end and got improved readability.
Published onNovember 22, 2025Ship State modeling: what I learned (080)StatesoftwareengineeringI shiped state modeling end-to-end and got shortened setup time.
Published onNovember 19, 2025Document Frontend architecture: what I learned (079)FrontendsoftwareengineeringI documented frontend architecture end-to-end and got reduced build variance.
Published onNovember 19, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onNovember 17, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onNovember 16, 2025Stress-Test Data quality: what I learned (078)DatasoftwareengineeringI stress-tested data quality end-to-end and got decreased retry storms.
Published onNovember 13, 2025Audit Rate limit handling: what I learned (077)RatesoftwareengineeringI audited rate limit handling end-to-end and got improved confidence.
Published onNovember 10, 2025Tighten API governance: what I learned (076)APIsoftwareengineeringI tightened api governance end-to-end and got cut manual work.
Published onNovember 10, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onNovember 9, 2025I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onNovember 7, 2025Rework IRL field testing: what I learned (075)IRLsoftwareengineeringI reworked irl field testing end-to-end and got improved mean time to fix.
Published onNovember 4, 2025Stabilize Developer ergonomics: what I learned (074)DevelopersoftwareengineeringI stabilizeed developer ergonomics end-to-end and got reduced false positives.
Published onNovember 1, 2025Simplify Deployment safety: what I learned (073)DeploymentsoftwareengineeringI simplifyed deployment safety end-to-end and got lowered incident count.
Published onOctober 29, 2025Automate Observability: what I learned (072)ObservabilitysoftwareengineeringI automateed observability end-to-end and got increased consistency.
Published onOctober 27, 2025I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onOctober 26, 2025Harden Testing strategy: what I learned (071)TestingsoftwareengineeringI hardened testing strategy end-to-end and got made failures obvious.
Published onOctober 23, 2025Benchmark Schema design: what I learned (070)SchemasoftwareengineeringI benchmarked schema design end-to-end and got reduced cognitive load.
Published onOctober 20, 2025Trim Vector search: what I learned (069)VectorsoftwareengineeringI trimed vector search end-to-end and got improved readability.
Published onOctober 17, 2025Ship Queue resilience: what I learned (068)QueuesoftwareengineeringI shiped queue resilience end-to-end and got shortened setup time.
Published onOctober 13, 2025Document Tool orchestration: what I learned (067)ToolsoftwareengineeringI documented tool orchestration end-to-end and got reduced build variance.
Published onOctober 7, 2025Audit Event-driven systems: what I learned (065)Event-drivensoftwareengineeringI audited event-driven systems end-to-end and got improved confidence.
Published onOctober 3, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onOctober 1, 2025Rework Postmortem habit: what I learned (063)PostmortemsoftwareengineeringI reworked postmortem habit end-to-end and got improved mean time to fix.
Published onSeptember 28, 2025Stabilize CLI design: what I learned (062)CLIsoftwareengineeringI stabilizeed cli design end-to-end and got reduced false positives.
Published onSeptember 25, 2025Simplify Error handling: what I learned (061)ErrorsoftwareengineeringI simplifyed error handling end-to-end and got lowered incident count.
Published onSeptember 22, 2025Automate Build speed: what I learned (060)BuildsoftwareengineeringI automateed build speed end-to-end and got increased consistency.
Published onSeptember 20, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onSeptember 19, 2025Harden State modeling: what I learned (059)StatesoftwareengineeringI hardened state modeling end-to-end and got made failures obvious.
Published onSeptember 16, 2025Benchmark Frontend architecture: what I learned (058)FrontendsoftwareengineeringI benchmarked frontend architecture end-to-end and got reduced cognitive load.
Published onSeptember 13, 2025Trim Data quality: what I learned (057)DatasoftwareengineeringI trimed data quality end-to-end and got improved readability.
Published onSeptember 11, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onSeptember 10, 2025Ship Rate limit handling: what I learned (056)RatesoftwareengineeringI shiped rate limit handling end-to-end and got shortened setup time.
Published onSeptember 7, 2025Document API governance: what I learned (055)APIsoftwareengineeringI documented api governance end-to-end and got reduced build variance.
Published onSeptember 7, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onSeptember 6, 2025I tightened error handling around remote callsSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onSeptember 4, 2025Stress-Test IRL field testing: what I learned (054)IRLsoftwareengineeringI stress-tested irl field testing end-to-end and got decreased retry storms.
Published onSeptember 1, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onAugust 31, 2025Audit Developer ergonomics: what I learned (053)DevelopersoftwareengineeringI audited developer ergonomics end-to-end and got improved confidence.
Published onAugust 28, 2025Tighten Deployment safety: what I learned (052)DeploymentsoftwareengineeringI tightened deployment safety end-to-end and got cut manual work.
Published onAugust 25, 2025Rework Observability: what I learned (051)ObservabilitysoftwareengineeringI reworked observability end-to-end and got improved mean time to fix.
Published onAugust 22, 2025Stabilize Testing strategy: what I learned (050)TestingsoftwareengineeringI stabilizeed testing strategy end-to-end and got reduced false positives.
Published onAugust 19, 2025Simplify Schema design: what I learned (049)SchemasoftwareengineeringI simplifyed schema design end-to-end and got lowered incident count.
Published onAugust 19, 2025I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onAugust 16, 2025Automate Vector search: what I learned (048)VectorsoftwareengineeringI automateed vector search end-to-end and got increased consistency.
Published onAugust 13, 2025Harden Queue resilience: what I learned (047)QueuesoftwareengineeringI hardened queue resilience end-to-end and got made failures obvious.
Published onAugust 10, 2025Benchmark Tool orchestration: what I learned (046)ToolsoftwareengineeringI benchmarked tool orchestration end-to-end and got reduced cognitive load.
Published onAugust 4, 2025Ship Event-driven systems: what I learned (044)Event-drivensoftwareengineeringI shiped event-driven systems end-to-end and got shortened setup time.
Published onJuly 29, 2025Stress-Test Postmortem habit: what I learned (042)PostmortemsoftwareengineeringI stress-tested postmortem habit end-to-end and got decreased retry storms.
Published onJuly 29, 2025I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onJuly 26, 2025Audit CLI design: what I learned (041)CLIsoftwareengineeringI audited cli design end-to-end and got improved confidence.
Published onJuly 25, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onJuly 23, 2025Tighten Error handling: what I learned (040)ErrorsoftwareengineeringI tightened error handling end-to-end and got cut manual work.
Published onJuly 23, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onJuly 20, 2025Rework Build speed: what I learned (039)BuildsoftwareengineeringI reworked build speed end-to-end and got improved mean time to fix.
Published onJuly 17, 2025I hardened a path that used to degrade under retriesSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onJuly 16, 2025Stabilize State modeling: what I learned (038)StatesoftwareengineeringI stabilizeed state modeling end-to-end and got reduced false positives.
Published onJuly 13, 2025Simplify Frontend architecture: what I learned (037)FrontendsoftwareengineeringI simplifyed frontend architecture end-to-end and got lowered incident count.
Published onJuly 10, 2025Automate Data quality: what I learned (036)DatasoftwareengineeringI automateed data quality end-to-end and got increased consistency.
Published onJuly 8, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onJuly 7, 2025Harden Rate limit handling: what I learned (035)RatesoftwareengineeringI hardened rate limit handling end-to-end and got made failures obvious.
Published onJuly 6, 2025I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onJuly 4, 2025Benchmark API governance: what I learned (034)APIsoftwareengineeringI benchmarked api governance end-to-end and got reduced cognitive load.
Published onJuly 1, 2025Trim IRL field testing: what I learned (033)IRLsoftwareengineeringI trimed irl field testing end-to-end and got improved readability.
Published onJune 29, 2025I tightened error handling around remote callsSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onJune 29, 2025I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onJune 28, 2025Ship Developer ergonomics: what I learned (032)DevelopersoftwareengineeringI shiped developer ergonomics end-to-end and got shortened setup time.
Published onJune 25, 2025Document Deployment safety: what I learned (031)DeploymentsoftwareengineeringI documented deployment safety end-to-end and got reduced build variance.
Published onJune 22, 2025Stress-Test Observability: what I learned (030)ObservabilitysoftwareengineeringI stress-tested observability end-to-end and got decreased retry storms.
Published onJune 19, 2025Audit Testing strategy: what I learned (029)TestingsoftwareengineeringI audited testing strategy end-to-end and got improved confidence.
Published onJune 16, 2025Tighten Schema design: what I learned (028)SchemasoftwareengineeringI tightened schema design end-to-end and got cut manual work.
Published onJune 13, 2025Rework Vector search: what I learned (027)VectorsoftwareengineeringI reworked vector search end-to-end and got improved mean time to fix.
Published onJune 10, 2025Stabilize Queue resilience: what I learned (026)QueuesoftwareengineeringI stabilizeed queue resilience end-to-end and got reduced false positives.
Published onJune 7, 2025Simplify Tool orchestration: what I learned (025)ToolsoftwareengineeringI simplifyed tool orchestration end-to-end and got lowered incident count.
Published onMay 31, 2025Harden Event-driven systems: what I learned (023)Event-drivensoftwareengineeringI hardened event-driven systems end-to-end and got made failures obvious.
Published onMay 30, 2025I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onMay 29, 2025I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onMay 27, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onMay 27, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilitySystems get simpler when boundaries are explicit.
Published onMay 25, 2025Trim Postmortem habit: what I learned (021)PostmortemsoftwareengineeringI trimed postmortem habit end-to-end and got improved readability.
Published onMay 22, 2025Ship CLI design: what I learned (020)CLIsoftwareengineeringI shiped cli design end-to-end and got shortened setup time.
Published onMay 20, 2025I tightened error handling around remote callsSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onMay 19, 2025Document Error handling: what I learned (019)ErrorsoftwareengineeringI documented error handling end-to-end and got reduced build variance.
Published onMay 16, 2025Stress-Test Build speed: what I learned (018)BuildsoftwareengineeringI stress-tested build speed end-to-end and got decreased retry storms.
Published onMay 13, 2025Audit State modeling: what I learned (017)StatesoftwareengineeringI audited state modeling end-to-end and got improved confidence.
Published onMay 13, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onMay 10, 2025Tighten Frontend architecture: what I learned (016)FrontendsoftwareengineeringI tightened frontend architecture end-to-end and got cut manual work.
Published onMay 7, 2025Rework Data quality: what I learned (015)DatasoftwareengineeringI reworked data quality end-to-end and got improved mean time to fix.
Published onMay 4, 2025Stabilize Rate limit handling: what I learned (014)RatesoftwareengineeringI stabilizeed rate limit handling end-to-end and got reduced false positives.
Published onMay 1, 2025Simplify API governance: what I learned (013)APIsoftwareengineeringI simplifyed api governance end-to-end and got lowered incident count.
Published onMay 1, 2025I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onApril 28, 2025Automate IRL field testing: what I learned (012)IRLsoftwareengineeringI automateed irl field testing end-to-end and got increased consistency.
Published onApril 25, 2025Harden Developer ergonomics: what I learned (011)DevelopersoftwareengineeringI hardened developer ergonomics end-to-end and got made failures obvious.
Published onApril 23, 2025I stabilized a service boundary this morningSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onApril 22, 2025Benchmark Deployment safety: what I learned (010)DeploymentsoftwareengineeringI benchmarked deployment safety end-to-end and got reduced cognitive load.
Published onApril 22, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onApril 21, 2025I replaced an implicit side effect with an explicit contractSoftwareSystemsDebuggingReliabilityI fixed the weird edge I kept hitting in production.
Published onApril 19, 2025Trim Observability: what I learned (009)ObservabilitysoftwareengineeringI trimed observability end-to-end and got improved readability.
Published onApril 15, 2025Ship Testing strategy: what I learned (008)TestingsoftwareengineeringI shiped testing strategy end-to-end and got shortened setup time.
Published onApril 12, 2025Document Schema design: what I learned (007)SchemasoftwareengineeringI documented schema design end-to-end and got reduced build variance.
Published onApril 9, 2025Stress-Test Vector search: what I learned (006)VectorsoftwareengineeringI stress-tested vector search end-to-end and got decreased retry storms.
Published onApril 6, 2025Audit Queue resilience: what I learned (005)QueuesoftwareengineeringI audited queue resilience end-to-end and got improved confidence.
Published onApril 3, 2025Tighten Tool orchestration: what I learned (004)ToolsoftwareengineeringI tightened tool orchestration end-to-end and got cut manual work.
Published onMarch 30, 2025I simplified one startup path with a config gateSoftwareSystemsDebuggingReliabilityA boring but useful reliability pass.
Published onMarch 28, 2025Stabilize Event-driven systems: what I learned (002)Event-drivensoftwareengineeringI stabilizeed event-driven systems end-to-end and got reduced false positives.