message
string
thread_summary
string
thread_last_messages
string
thread_entities
string
entity_overlap
int64
keyword_matches
int64
flow_continuity
float64
recency_score
float64
hours_since_active
float64
label
int64
difficulty
string
user_id
string
thread_id
string
let's continue working on the warehouse problem
Python API service with SQLAlchemy ORM and Alembic migrations
async database pool exhaustion under load [SEP] max_overflow is set too low [SEP] increased pool_size to 20 and max_overflow to 10
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
0
0.051447
442.5
0
easy
user_12
user_12_thread_4
update on the Kotlin: it's working now
Portfolio updates and LinkedIn optimization for job hunting
got a callback from the startup [SEP] they want a technical interview next week [SEP] need to review system design patterns
resume, interview, application, job, salary, offer, portfolio, LinkedIn
0
0
0
0.097009
223.4
0
easy
user_84
user_84_thread_2
the SwiftUI is still broken, any ideas
CI/CD pipeline with Docker builds and Kubernetes rollouts
nginx config inside the container isn't picking up env vars [SEP] using envsubst in the entrypoint script [SEP] template the config at container startup
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
0
0
0
0.050516
451.1
0
easy
user_208
user_208_thread_4
the breakpoint is still broken, any ideas
Building a metrics dashboard with Chart.js for internal analytics
the bar chart overflows on mobile viewports [SEP] tried setting max-width but it clips the labels [SEP] need a responsive solution for the chart container
React, dashboard, Chart.js, Recharts, API endpoint, TypeScript
0
0
0
0.638298
13.6
0
easy
user_292
user_292_thread_1
the approach we discussed last time, does it still make sense
Building Android UI with Compose and state management
Hilt injection fails in the WorkManager worker [SEP] need HiltWorker annotation and custom factory [SEP] also add the work-hilt dependency
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
1
0.90566
2.5
1
medium
user_184
user_184_thread_0
update on the layout: it's working now
Building an iOS app with SwiftUI and CoreData
NavigationStack is breaking on iOS 16 [SEP] the path binding loses state on pop [SEP] using a custom navigation coordinator instead
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
0
0
0.060317
373.9
0
easy
user_178
user_178_thread_3
update on the iOS: it's working now
REST API with FastAPI and PostgreSQL backend
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
0
0.05331
426.2
0
easy
user_427
user_427_thread_4
let's continue working on the Jetpack problem
Python API service with SQLAlchemy ORM and Alembic migrations
the /users endpoint returns 500 on empty database [SEP] SQLAlchemy raises NoResultFound [SEP] added a try-except to return empty list instead
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
1
0.879121
3.3
0
easy
user_49
user_49_thread_0
what about the other approach
Data ingestion pipeline from multiple sources into BigQuery
schema drift in the source API broke the pipeline [SEP] new fields appeared that don't match our schema [SEP] implementing schema evolution with backward compatibility
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
0
0.046431
492.9
0
hard
user_61
user_61_thread_3
about the running, I found a fix
React dashboard with real-time data from REST API
the API returns paginated results but the chart expects all data at once [SEP] should we fetch all pages or implement lazy loading [SEP] going with cursor-based pagination
React, dashboard, Chart.js, Recharts, API endpoint, TypeScript
0
0
0
0.365297
41.7
0
easy
user_82
user_82_thread_1
going back to the container thing, I have an update
CI/CD pipeline with Docker builds and Kubernetes rollouts
nginx config inside the container isn't picking up env vars [SEP] using envsubst in the entrypoint script [SEP] template the config at container startup
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
1
1
0
0.697674
10.4
1
easy
user_5
user_5_thread_1
remember that error we couldn't figure out? I have a theory
ETL pipeline with Airflow for the data warehouse
the Airflow DAG failed on the transform step [SEP] null values in the join key column [SEP] added a coalesce step before the join
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
1
0.898876
2.7
0
medium
user_342
user_342_thread_0
the approach we discussed last time, does it still make sense
iOS fitness tracking app with HealthKit integration
the app crashes on background fetch [SEP] accessing UI from a background thread [SEP] wrapping the update in MainActor
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
1
0
0
0.827586
5
1
medium
user_318
user_318_thread_1
remember that error we couldn't figure out? I have a theory
Responsive grid system replacing the old flexbox layout
grid-template-areas not working in Safari [SEP] need to add the webkit prefix [SEP] or use explicit row/column placement instead
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
0
0
0.094229
230.7
0
medium
user_475
user_475_thread_4
I pushed a fix for the exercise bug
Strength training program with progressive overload
hit a new PR on deadlift at 315 [SEP] form felt solid with the mixed grip [SEP] adding 10 pounds next week
workout, gym, running, exercise, sets, reps, weight, training
1
0
0
0.035789
646.6
1
easy
user_365
user_365_thread_2
actually let's try something different
Layout overhaul with grid areas and custom breakpoints
the sidebar collapses wrong on tablet breakpoint [SEP] it should stack below the main content [SEP] added a media query at 768px to switch to single column
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
0
0
0.081439
270.7
0
hard
user_117
user_117_thread_2
can we revisit the ingredients approach
Planning dinners for the week with prep schedules
need something quick for Tuesday dinner [SEP] maybe a stir fry with whatever vegetables we have [SEP] add soy sauce and sesame oil to the grocery list
recipe, meal, dinner, cooking, grocery, ingredients, prep
1
0
0
0.362538
42.2
1
easy
user_276
user_276_thread_1
the solution we went with has a side effect
Building CRUD endpoints with FastAPI and async database queries
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
1
0
0.038235
603.7
0
medium
user_250
user_250_thread_2
let's switch to the other one
Strength training program with progressive overload
switching from PPL to upper lower split [SEP] more recovery time between sessions [SEP] 4 days a week instead of 6
workout, gym, running, exercise, sets, reps, weight, training
0
0
0
0.529801
21.3
0
hard
user_174
user_174_thread_1
I pushed a fix for the token bug
Planning dinners for the week with prep schedules
batch prepping lunches for the work week [SEP] grain bowls with different proteins each day [SEP] cook the quinoa and rice on Sunday
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
0
0
0.044215
518.8
0
easy
user_359
user_359_thread_4
where were we
ML pipeline with train/val/test splits and cross-validation
feature importance shows zip code is the top predictor [SEP] that's probably leaking geographic info [SEP] removing it and retraining to check
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
1
0.97166
0.7
0
hard
user_137
user_137_thread_0
the approach we discussed last time, does it still make sense
CI/CD pipeline with Docker builds and Kubernetes rollouts
nginx config inside the container isn't picking up env vars [SEP] using envsubst in the entrypoint script [SEP] template the config at container startup
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
0
0
1
0.875912
3.4
1
medium
user_157
user_157_thread_0
can we revisit the responsive approach
Building Android UI with Compose and state management
Hilt injection fails in the WorkManager worker [SEP] need HiltWorker annotation and custom factory [SEP] also add the work-hilt dependency
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.053133
427.7
0
easy
user_258
user_258_thread_3
can you help me with that thing
Spark-based data processing pipeline with schema validation
Spark job running out of memory on the large table [SEP] repartitioning by date helps [SEP] also filtering early before the join
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
1
0
0.369231
41
1
hard
user_211
user_211_thread_1
can we pick up where we left off on that
Responsive grid system replacing the old flexbox layout
grid-template-areas not working in Safari [SEP] need to add the webkit prefix [SEP] or use explicit row/column placement instead
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
0
0
0.096424
224.9
0
medium
user_229
user_229_thread_2
remember that error we couldn't figure out? I have a theory
Auth middleware with refresh token rotation
added rate limiting to the login endpoint [SEP] using sliding window algorithm [SEP] set to 5 attempts per minute per IP
OAuth, JWT, auth, login, session, middleware, token
0
0
0
0.703812
10.1
1
medium
user_251
user_251_thread_1
update on the migration: it's working now
Kotlin Android app with MVVM architecture and Hilt DI
Room migration from version 3 to 4 crashes [SEP] forgot to add the new column in the migration [SEP] autoMigrations would have caught this
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.570071
18.1
0
easy
user_145
user_145_thread_1
can you help me with the hyperparameter issue we discussed
React dashboard with real-time data from REST API
the bar chart overflows on mobile viewports [SEP] tried setting max-width but it clips the labels [SEP] need a responsive solution for the chart container
React, dashboard, Chart.js, Recharts, API endpoint, TypeScript
0
1
0
0.045011
509.2
0
easy
user_195
user_195_thread_3
the solution we went with has a side effect
Building CRUD endpoints with FastAPI and async database queries
the /users endpoint returns 500 on empty database [SEP] SQLAlchemy raises NoResultFound [SEP] added a try-except to return empty list instead
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
1
0
0.137773
150.2
0
medium
user_461
user_461_thread_4
the approach we discussed last time, does it still make sense
Docker multi-stage builds with nginx reverse proxy
nginx config inside the container isn't picking up env vars [SEP] using envsubst in the entrypoint script [SEP] template the config at container startup
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
0
0
0
0.099585
217
1
medium
user_460
user_460_thread_2
any progress on that
SwiftUI app with custom navigation and data persistence
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
0
0
0.339463
46.7
0
hard
user_333
user_333_thread_1
going back to the nginx thing, I have an update
Recipe collection and meal prep workflow
need something quick for Tuesday dinner [SEP] maybe a stir fry with whatever vegetables we have [SEP] add soy sauce and sesame oil to the grocery list
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
1
0
0.055749
406.5
0
easy
user_77
user_77_thread_4
can we pick up where we left off on that
Building an iOS app with SwiftUI and CoreData
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
0
0
0.854093
4.1
0
medium
user_76
user_76_thread_1
about the validation, I found a fix
Training a classification model on customer churn data
the dataset has 70/30 class imbalance [SEP] oversampling the minority class with SMOTE [SEP] also trying class weights in the loss function
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
1
0
1
0.902256
2.6
1
easy
user_112
user_112_thread_0
ok what's next
Job search strategy and application tracking
got a callback from the startup [SEP] they want a technical interview next week [SEP] need to review system design patterns
resume, interview, application, job, salary, offer, portfolio, LinkedIn
0
1
0
0.103851
207.1
0
hard
user_309
user_309_thread_2
let's switch to the other one
Python API service with SQLAlchemy ORM and Alembic migrations
the /users endpoint returns 500 on empty database [SEP] SQLAlchemy raises NoResultFound [SEP] added a try-except to return empty list instead
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
1
0.863309
3.8
1
hard
user_489
user_489_thread_0
where were we
TypeScript dashboard project with charting components
the API returns paginated results but the chart expects all data at once [SEP] should we fetch all pages or implement lazy loading [SEP] going with cursor-based pagination
React, dashboard, Chart.js, Recharts, API endpoint, TypeScript
0
0
0
0.033846
685.1
0
hard
user_148
user_148_thread_3
need help with Chart.js again
React dashboard with real-time data from REST API
the API returns paginated results but the chart expects all data at once [SEP] should we fetch all pages or implement lazy loading [SEP] going with cursor-based pagination
React, dashboard, Chart.js, Recharts, API endpoint, TypeScript
1
1
0
0.365297
41.7
1
easy
user_82
user_82_thread_1
what about the other approach
ML pipeline with train/val/test splits and cross-validation
the dataset has 70/30 class imbalance [SEP] oversampling the minority class with SMOTE [SEP] also trying class weights in the loss function
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.048202
473.9
0
hard
user_288
user_288_thread_2
about the Docker, I found a fix
Fine-tuning model hyperparameters for better accuracy
validation loss is diverging after epoch 15 [SEP] learning rate might be too high [SEP] trying cosine annealing schedule instead
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.334262
47.8
0
easy
user_162
user_162_thread_1
the solution we went with has a side effect
Fine-tuning model hyperparameters for better accuracy
feature importance shows zip code is the top predictor [SEP] that's probably leaking geographic info [SEP] removing it and retraining to check
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.042425
541.7
0
medium
user_448
user_448_thread_4
about the warehouse, I found a fix
Layout overhaul with grid areas and custom breakpoints
the sidebar collapses wrong on tablet breakpoint [SEP] it should stack below the main content [SEP] added a media query at 768px to switch to single column
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
0
0
0.442804
30.2
0
easy
user_2
user_2_thread_1
I refactored the code like you suggested
Building CRUD endpoints with FastAPI and async database queries
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
0
0.11611
182.7
0
medium
user_460
user_460_thread_3
update on the OAuth: it's working now
Weekly meal planning and grocery list organization
the slow cooker recipe from last week was great [SEP] want to try a variation with chicken thighs instead [SEP] cooking time stays the same at 6 hours on low
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
0
0
0.08008
275.7
0
easy
user_329
user_329_thread_2
need help with interview again
Data ingestion pipeline from multiple sources into BigQuery
Spark job running out of memory on the large table [SEP] repartitioning by date helps [SEP] also filtering early before the join
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
0
0.059142
381.8
0
easy
user_34
user_34_thread_2
the approach we discussed last time, does it still make sense
SwiftUI app with custom navigation and data persistence
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
1
0
0
0.339463
46.7
0
medium
user_333
user_333_thread_1
need help with responsive again
SwiftUI app with custom navigation and data persistence
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
1
0
0.409556
34.6
0
easy
user_57
user_57_thread_1
I tried your suggestion and it partially worked
Kotlin Android app with MVVM architecture and Hilt DI
Room migration from version 3 to 4 crashes [SEP] forgot to add the new column in the migration [SEP] autoMigrations would have caught this
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.125261
167.6
0
medium
user_57
user_57_thread_3
where were we
ML pipeline with train/val/test splits and cross-validation
feature importance shows zip code is the top predictor [SEP] that's probably leaking geographic info [SEP] removing it and retraining to check
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
1
0.902256
2.6
0
hard
user_299
user_299_thread_0
let's continue working on the running problem
Gym program with tracked lifts and running schedule
hit a new PR on deadlift at 315 [SEP] form felt solid with the mixed grip [SEP] adding 10 pounds next week
workout, gym, running, exercise, sets, reps, weight, training
1
1
1
0.860215
3.9
1
easy
user_385
user_385_thread_0
going back to the view thing, I have an update
Job search strategy and application tracking
updated the resume with the new project [SEP] should I include the freelance work [SEP] yes but frame it as contract engineering
resume, interview, application, job, salary, offer, portfolio, LinkedIn
0
0
1
0.882353
3.2
0
easy
user_53
user_53_thread_0
about the hyperparameter, I found a fix
Preparing for technical interviews and updating resume
updated the resume with the new project [SEP] should I include the freelance work [SEP] yes but frame it as contract engineering
resume, interview, application, job, salary, offer, portfolio, LinkedIn
0
0
0
0.040174
573.4
0
easy
user_147
user_147_thread_5
update on the token: it's working now
Python API service with SQLAlchemy ORM and Alembic migrations
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
0
0.583942
17.1
0
easy
user_190
user_190_thread_1
the approach we discussed last time, does it still make sense
Recipe collection and meal prep workflow
the slow cooker recipe from last week was great [SEP] want to try a variation with chicken thighs instead [SEP] cooking time stays the same at 6 hours on low
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
1
1
0.909091
2.4
0
medium
user_280
user_280_thread_0
actually let's try something different
Building Android UI with Compose and state management
Hilt injection fails in the WorkManager worker [SEP] need HiltWorker annotation and custom factory [SEP] also add the work-hilt dependency
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
1
0.90566
2.5
0
hard
user_119
user_119_thread_0
can you help me with the Chart.js issue we discussed
Recipe collection and meal prep workflow
need something quick for Tuesday dinner [SEP] maybe a stir fry with whatever vegetables we have [SEP] add soy sauce and sesame oil to the grocery list
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
1
0
0.57971
17.4
0
easy
user_342
user_342_thread_1
let's go back to what we were doing before
Kotlin Android app with MVVM architecture and Hilt DI
Compose recomposition is happening too often [SEP] the list item lambda captures a changing reference [SEP] using remember with keys to stabilize it
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.045549
502.9
0
hard
user_142
user_142_thread_2
the fix worked but now there's a new issue related to it
Weekly meal planning and grocery list organization
need something quick for Tuesday dinner [SEP] maybe a stir fry with whatever vegetables we have [SEP] add soy sauce and sesame oil to the grocery list
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
0
0
0.057034
396.8
0
medium
user_403
user_403_thread_3
can we revisit the job approach
Portfolio updates and LinkedIn optimization for job hunting
the offer from company B is lower than expected [SEP] but the equity package is better [SEP] need to calculate the total comp over 4 years
resume, interview, application, job, salary, offer, portfolio, LinkedIn
1
0
0
0.410256
34.5
1
easy
user_475
user_475_thread_1
where were we
Data ingestion pipeline from multiple sources into BigQuery
Spark job running out of memory on the large table [SEP] repartitioning by date helps [SEP] also filtering early before the join
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
0
0.087432
250.5
0
hard
user_288
user_288_thread_4
where were we
CI/CD pipeline with Docker builds and Kubernetes rollouts
the Docker build takes 15 minutes [SEP] layer caching isn't working because requirements.txt changes too often [SEP] split the dependency install into a separate stage
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
0
0
1
0.956175
1.1
0
hard
user_90
user_90_thread_0
can you help me with the auth issue we discussed
Strength training program with progressive overload
running pace dropped to 8:30 per mile [SEP] might be overtraining with the lifting [SEP] taking a deload week for both
workout, gym, running, exercise, sets, reps, weight, training
0
1
0
0.048173
474.2
0
easy
user_294
user_294_thread_5
let's switch to the other one
SwiftUI app with custom navigation and data persistence
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
0
0
0.385852
38.2
0
hard
user_231
user_231_thread_1
the approach we discussed last time, does it still make sense
Responsive grid system replacing the old flexbox layout
the sidebar collapses wrong on tablet breakpoint [SEP] it should stack below the main content [SEP] added a media query at 768px to switch to single column
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
0
0
0.084896
258.7
0
medium
user_421
user_421_thread_2
update on the navigation: it's working now
Responsive grid system replacing the old flexbox layout
grid-template-areas not working in Safari [SEP] need to add the webkit prefix [SEP] or use explicit row/column placement instead
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
1
0
0.471513
26.9
0
easy
user_308
user_308_thread_1
the fix worked but now there's a new issue related to it
ETL pipeline with Airflow for the data warehouse
schema drift in the source API broke the pipeline [SEP] new fields appeared that don't match our schema [SEP] implementing schema evolution with backward compatibility
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
0
0.03609
641
0
medium
user_169
user_169_thread_3
let's continue working on the running problem
Gym program with tracked lifts and running schedule
running pace dropped to 8:30 per mile [SEP] might be overtraining with the lifting [SEP] taking a deload week for both
workout, gym, running, exercise, sets, reps, weight, training
1
1
1
0.930233
1.8
1
easy
user_343
user_343_thread_0
let's go back to what we were doing before
Session management and token validation system
OAuth callback URL is wrong in production [SEP] redirect_uri mismatch error from Google [SEP] fixed by updating the allowed origins in Google console
OAuth, JWT, auth, login, session, middleware, token
0
0
1
0.944882
1.4
0
hard
user_38
user_38_thread_0
can we pick up where we left off on that
CI/CD pipeline with Docker builds and Kubernetes rollouts
nginx config inside the container isn't picking up env vars [SEP] using envsubst in the entrypoint script [SEP] template the config at container startup
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
0
0
1
0.898876
2.7
0
medium
user_81
user_81_thread_0
I refactored the code like you suggested
Fine-tuning model hyperparameters for better accuracy
feature importance shows zip code is the top predictor [SEP] that's probably leaking geographic info [SEP] removing it and retraining to check
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
1
1
0.90566
2.5
1
medium
user_344
user_344_thread_0
can you help me with the grocery issue we discussed
Auth middleware with refresh token rotation
added rate limiting to the login endpoint [SEP] using sliding window algorithm [SEP] set to 5 attempts per minute per IP
OAuth, JWT, auth, login, session, middleware, token
0
1
0
0.387722
37.9
0
easy
user_483
user_483_thread_1
actually let's try something different
ETL pipeline with Airflow for the data warehouse
Spark job running out of memory on the large table [SEP] repartitioning by date helps [SEP] also filtering early before the join
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
0
0.057568
392.9
0
hard
user_38
user_38_thread_4
that bug we were debugging, I found the root cause
Strength training program with progressive overload
running pace dropped to 8:30 per mile [SEP] might be overtraining with the lifting [SEP] taking a deload week for both
workout, gym, running, exercise, sets, reps, weight, training
0
0
0
0.053298
426.3
0
medium
user_288
user_288_thread_3
that bug we were debugging, I found the root cause
Building CRUD endpoints with FastAPI and async database queries
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
1
0.857143
4
0
medium
user_347
user_347_thread_0
can you help me with that thing
REST API with FastAPI and PostgreSQL backend
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
1
1
0.860215
3.9
0
hard
user_476
user_476_thread_0
let's continue working on the React problem
Android app with Jetpack Compose and Room database
Room migration from version 3 to 4 crashes [SEP] forgot to add the new column in the migration [SEP] autoMigrations would have caught this
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.093023
234
0
easy
user_43
user_43_thread_3
ok what's next
Fine-tuning model hyperparameters for better accuracy
feature importance shows zip code is the top predictor [SEP] that's probably leaking geographic info [SEP] removing it and retraining to check
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.418848
33.3
0
hard
user_445
user_445_thread_1
the fix worked but now there's a new issue related to it
ML pipeline with train/val/test splits and cross-validation
feature importance shows zip code is the top predictor [SEP] that's probably leaking geographic info [SEP] removing it and retraining to check
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.066189
338.6
0
medium
user_126
user_126_thread_2
I tried your suggestion and it partially worked
CI/CD pipeline with Docker builds and Kubernetes rollouts
k8s pod keeps restarting with OOMKilled [SEP] memory limit is 256Mi but the app uses 300Mi at peak [SEP] bumped to 512Mi and added resource requests
Docker, container, Kubernetes, k8s, deploy, CI/CD, pipeline, nginx
0
0
0
0.052922
429.5
0
medium
user_60
user_60_thread_2
I refactored the code like you suggested
Android app with Jetpack Compose and Room database
Room migration from version 3 to 4 crashes [SEP] forgot to add the new column in the migration [SEP] autoMigrations would have caught this
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.352423
44.1
0
medium
user_389
user_389_thread_1
I pushed a fix for the CoreData bug
iOS fitness tracking app with HealthKit integration
the app crashes on background fetch [SEP] accessing UI from a background thread [SEP] wrapping the update in MainActor
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
1
0
1
0.866426
3.7
1
easy
user_293
user_293_thread_0
the approach we discussed last time, does it still make sense
Kotlin Android app with MVVM architecture and Hilt DI
Compose recomposition is happening too often [SEP] the list item lambda captures a changing reference [SEP] using remember with keys to stabilize it
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
0
0
0
0.048309
472.8
0
medium
user_130
user_130_thread_2
going back to the LinkedIn thing, I have an update
Recipe collection and meal prep workflow
need something quick for Tuesday dinner [SEP] maybe a stir fry with whatever vegetables we have [SEP] add soy sauce and sesame oil to the grocery list
recipe, meal, dinner, cooking, grocery, ingredients, prep
0
1
1
0.96
1
0
easy
user_255
user_255_thread_0
the approach we discussed last time, does it still make sense
SwiftUI app with custom navigation and data persistence
the app crashes on background fetch [SEP] accessing UI from a background thread [SEP] wrapping the update in MainActor
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
1
0
0
0.104987
204.6
0
medium
user_41
user_41_thread_4
update on the Compose: it's working now
Android app with Jetpack Compose and Room database
Hilt injection fails in the WorkManager worker [SEP] need HiltWorker annotation and custom factory [SEP] also add the work-hilt dependency
Kotlin, Android, Jetpack, Compose, Room, ViewModel, Hilt
1
0
1
0.888889
3
1
easy
user_302
user_302_thread_0
got some test results back on our changes
ETL pipeline with Airflow for the data warehouse
Spark job running out of memory on the large table [SEP] repartitioning by date helps [SEP] also filtering early before the join
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
0
0
0.032859
706.4
0
medium
user_377
user_377_thread_2
actually let's try something different
Gym program with tracked lifts and running schedule
switching from PPL to upper lower split [SEP] more recovery time between sessions [SEP] 4 days a week instead of 6
workout, gym, running, exercise, sets, reps, weight, training
0
0
0
0.046039
497.3
0
hard
user_339
user_339_thread_3
any other ideas for that problem we were stuck on
Building an iOS app with SwiftUI and CoreData
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
0
0
0.676056
11.5
0
medium
user_99
user_99_thread_1
remember that error we couldn't figure out? I have a theory
Data ingestion pipeline from multiple sources into BigQuery
schema drift in the source API broke the pipeline [SEP] new fields appeared that don't match our schema [SEP] implementing schema evolution with backward compatibility
ETL, pipeline, Airflow, data, warehouse, transform, schema, Spark
0
1
0
0.046431
492.9
0
medium
user_61
user_61_thread_3
I pushed a fix for the middleware bug
Session management and token validation system
refresh tokens aren't rotating properly [SEP] the old token still works after refresh [SEP] need to blacklist used refresh tokens
OAuth, JWT, auth, login, session, middleware, token
1
0
0
0.038772
595
1
easy
user_351
user_351_thread_5
the iOS is still broken, any ideas
Portfolio updates and LinkedIn optimization for job hunting
updated the resume with the new project [SEP] should I include the freelance work [SEP] yes but frame it as contract engineering
resume, interview, application, job, salary, offer, portfolio, LinkedIn
0
0
0
0.03698
625
0
easy
user_301
user_301_thread_2
that bug we were debugging, I found the root cause
Python API service with SQLAlchemy ORM and Alembic migrations
Alembic migration fails on the new column [SEP] nullable=False but existing rows have no value [SEP] need a server_default or a data migration step
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
0
0.066061
339.3
1
medium
user_499
user_499_thread_5
going back to the resume thing, I have an update
Workout routine combining lifting and cardio
running pace dropped to 8:30 per mile [SEP] might be overtraining with the lifting [SEP] taking a deload week for both
workout, gym, running, exercise, sets, reps, weight, training
0
0
0
0.083916
262
0
easy
user_479
user_479_thread_2
can we pick up where we left off on that
Training a classification model on customer churn data
the dataset has 70/30 class imbalance [SEP] oversampling the minority class with SMOTE [SEP] also trying class weights in the loss function
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.061935
363.5
0
medium
user_311
user_311_thread_4
update on the React: it's working now
Redesigning the main layout with CSS Grid and Tailwind
Tailwind's grid utilities don't support subgrid yet [SEP] using plain CSS for the nested grid sections [SEP] might switch to container queries instead of breakpoints
CSS, grid, layout, responsive, Tailwind, flexbox, breakpoint
0
0
0
0.10101
213.6
0
easy
user_249
user_249_thread_3
let's switch to the other one
REST API with FastAPI and PostgreSQL backend
the /users endpoint returns 500 on empty database [SEP] SQLAlchemy raises NoResultFound [SEP] added a try-except to return empty list instead
FastAPI, PostgreSQL, SQLAlchemy, Python, endpoint, database, migration
0
0
0
0.621762
14.6
1
hard
user_11
user_11_thread_1
that bug we were debugging, I found the root cause
Building an iOS app with SwiftUI and CoreData
CoreData fetch request is slow with 10k records [SEP] added an index on the date field [SEP] also batching the fetch with fetchBatchSize
Swift, iOS, SwiftUI, Xcode, CoreData, app, view, navigation
0
0
1
0.857143
4
0
medium
user_386
user_386_thread_0
any other ideas for that problem we were stuck on
Fine-tuning model hyperparameters for better accuracy
the dataset has 70/30 class imbalance [SEP] oversampling the minority class with SMOTE [SEP] also trying class weights in the loss function
model, training, dataset, accuracy, loss, epochs, hyperparameter, validation
0
0
0
0.04272
537.8
0
medium
user_150
user_150_thread_4
ok what's next
Session management and token validation system
refresh tokens aren't rotating properly [SEP] the old token still works after refresh [SEP] need to blacklist used refresh tokens
OAuth, JWT, auth, login, session, middleware, token
0
0
0
0.037325
619
0
hard
user_362
user_362_thread_2
remember that error we couldn't figure out? I have a theory
Preparing for technical interviews and updating resume
the offer from company B is lower than expected [SEP] but the equity package is better [SEP] need to calculate the total comp over 4 years
resume, interview, application, job, salary, offer, portfolio, LinkedIn
0
0
0
0.054054
420
0
medium
user_325
user_325_thread_4