Tag: #streaming
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 22 posts
The State of Media over QUIC — Spec at draft-19, Deployment at draft-07, and Its First Author Has Forked to moq-lite
IETF Media over QUIC (MoQ) wants to merge WebRTC's interactive latency with HLS/DASH's scalability into a single architecture, and as of July 6, 2026 it has reached draft-ietf-moq-transport-19, with the working group's m
2026-07-17 · 13 min read #network#quic#streaming#webrtc#rfcKafka Diskless Topics (KIP-1150): The Cross-AZ Cost You Trade for Latency — and a Feature Not Yet Shipped
On March 2, 2026, the Apache Kafka community accepted KIP-1150, Diskless Topics — a proposal to make object storage, not broker disks, the source of truth for data, eliminating the cross-AZ replication traffic that is th
2026-07-16 · 16 min read #kafka#streaming#distributed-systems#cloud-nativeWhy K-pop Looks Bigger Than a 7th-Place Market: Reading the Music Economy Through IFPI 2026
IFPI's Global Music Report 2026 puts 2025 global recorded-music revenue at 31.7 billion USD, up 6.4% year over year — the eleventh straight year of growth and the first time the market cleared 30 billion. In that table,
2026-07-11 · 5 min read #kpop#music-industry#business#korea#streamingMel Brooks at 100 and the Documentary of Record: The 2026 Wave of Reverent Portraits of Elder Entertainers
Timed to Mel Brooks turning 100, a two-part HBO documentary about his life led the 2026 Emmy nonfiction field with six nominations. The same season also honored reverent, career-spanning portraits of John Candy, Martin S
2026-07-11 · 5 min read #film#documentary#comedy#culture#legacyStreaming & Broadcast Software 2026 — OBS Studio / Streamlabs / vMix / XSplit / Restream / StreamYard / VDO.Ninja / Atem Mini / Chzzk / Kick Deep Dive
Live broadcasting in 2026 is no longer a single-tool stack. OBS Studio is the open source standard, vMix · Wirecast · Tricaster own the pro field, Atem Mini owns desktop hardware switching, Restream and StreamYard turn m
2026-05-16 · 28 min read #streaming#broadcast#obs-studio#streamlabs#vmixFeature Stores 2026 Deep Dive — Feast, Tecton, Hopsworks, Databricks, Vertex AI, SageMaker, Featureform, Bytewax, Materialize, RisingWave, Fennel, Chalk
A no-marketing tour of the 2026 feature store landscape: Feast (CNCF sandbox), Tecton (with the Eppo merger), Hopsworks, Vertex AI Feature Store, SageMaker Feature Store, Databricks Feature Engineering in Unity Catalog,
2026-05-16 · 17 min read #feature-store#feast#tecton#hopsworks#databricksRealtime Web in 2026 — WebSocket vs SSE vs WebTransport vs WebRTC (and Why LLM Streaming Picked SSE)
The realtime web of 2026 is not a single-protocol era. WebSocket is still the workhorse for chat and multiplayer, but ChatGPT, Claude, and Gemini stream tokens over SSE. WebTransport has landed in Chrome stable for game-
2026-05-14 · 21 min read #realtime-web#websocket#sse#webtransport#webrtcStreaming vs Batch Redefined: Flink, RisingWave, Materialize, CDC, Streaming SQL and the Pragmatism of Real Time (2025)
Season 5 Ep 2. "Everything in real time" was the promise of 2020. 2025 is the era of pragmatism — the line between batch and streaming has blurred, and the real question has become "how fresh does this data have to be to
2026-04-15 · 13 min read #streaming#batch#flink#risingwave#materializeKafka and Event-Driven Architecture Deep Dive — Partition/ISR, Exactly-Once, Outbox, Schema Registry, Flink
Many use Kafka; few understand its internals. Partitions and Leader/ISR, Log Segment physical layout, Exactly-Once Semantics truth, Transactional Outbox, Event Sourcing vs CDC, Schema Registry, and 100ms SLA techniques.
2026-04-15 · 9 min read #kafka#event-driven#streaming#exactly-once#schema-registrygRPC Deep Dive 2025: Protocol Buffers, Four Communication Models, Interceptors, Load Balancing
Deep dive into gRPC: Protocol Buffers internals, four communication models (Unary/Server/Client/Bidirectional), interceptors, load balancing, Deadline/Cancellation, streaming backpressure, gRPC-Web, debugging tools.
2026-04-15 · 9 min read #grpc#protobuf#streaming#http2#interceptorData Engineering Complete Guide — Lakehouse, Streaming, dbt, Orchestration, Data Mesh (Season 2 Ep 8, 2025)
Data engineering is no longer "running ETL scripts." In 2025 a data engineer designs Lakehouse architectures (Iceberg, Delta, Hudi), combines Streaming (Flink, Kafka) with Batch (Spark), standardizes modeling with dbt, r
2026-04-15 · 10 min read #data-engineering#lakehouse#iceberg#delta-lake#hudiCDC (Change Data Capture) Complete Guide 2025: Debezium, Kafka, Data Sync, Outbox Pattern
Everything about CDC — how it works (WAL/binlog based), Debezium architecture, PostgreSQL Logical Replication, MySQL binlog, Outbox Pattern, data warehouse sync, Kafka integration, migration, common pitfalls.
2026-04-15 · 11 min read #cdc#debezium#kafka#postgresql#mysqlAI Product Design Complete Guide: Generative UI, Trust, Feedback, Streaming, Agent UX, Korean Culture Specialization (2025)
A good AI product is not "a good model + good UX" — it is "UX design that builds trust within constraints." The boundary between deterministic and generative UI, designing for trust, uncertainty, and editability, streami
2026-04-15 · 10 min read #ai-product-design#ux#generative-ui#trust#streamingData Engineering Pipeline Complete Guide 2025: ETL/ELT, Spark, Airflow, Real-Time Streaming
Everything about data engineering! ETL vs ELT, Apache Spark (PySpark), Apache Airflow (DAG/Operator/Sensor), real-time streaming (Kafka+Flink), dbt (data transformation), data warehouses (BigQuery/Snowflake/Redshift), da
2026-03-25 · 18 min read #data-engineering#etl#elt#spark#airflowgRPC & Protocol Buffers Complete Guide 2025: The New Standard for Microservices Communication
Everything about gRPC! Protocol Buffers schema design, 4 communication patterns (Unary/Server/Client/Bidirectional Streaming), interceptors, error handling, load balancing, gRPC-Web, REST vs gRPC comparison, and real-wor
2026-03-24 · 20 min read #grpc#protobuf#protocol-buffers#microservices#apiWebFlux + Kafka + ZooKeeper Mastery: The Complete Guide to Reactive Streaming Architecture
From Spring WebFlux reactive programming to Kafka streaming, ZooKeeper-to-KRaft migration, and SSE/WebSocket/gRPC Streaming APIs — complete developer guide for real-time data processing architecture with benchmarks, code
2026-03-22 · 36 min read #webflux#kafka#zookeeper#spring-webflux#reactive-programmingData Engineering Complete Guide 2025: Flink vs Spark, dbt, Iceberg, Airflow — Modern Data Stack Deep Dive
Flink vs Spark stream processing comparison, dbt crossing $100M ARR, Iceberg vs Delta Lake vs Hudi lakehouse showdown, ClickHouse vs StarRocks real-time analytics, Airflow 3.0 vs Dagster vs Prefect orchestration — the co
2026-03-22 · 30 min read #data-engineering#apache-flink#apache-spark#dbt#apache-icebergMessage Queue Showdown: Kafka vs RabbitMQ vs SQS vs Pulsar vs NATS — 2025 Decision Guide
Kafka 4.0 KRaft GA, RabbitMQ 4.2 stream filtering, Pulsar 4.1, NATS 2.11 — a complete comparison of 6 message queue systems in 2025. Architecture, benchmarks (Kafka 1M msgs/s vs RabbitMQ 50K), pricing, and Spring Boot in
2026-03-22 · 23 min read #kafka#rabbitmq#sqs#pulsar#natsToss Bank Data Engineer (Kafka & Streaming) Study Guide: Tech Stack, Interview Prep, and 6-Month Roadmap
Complete analysis of Toss Bank Real-Time Data team JD. Master Kafka Broker operations, Spring Boot Kafka Client, Active-Active replication, CDC with Debezium, Flink stream processing, and ClickHouse analytics — with a 6-
2026-03-21 · 29 min read #kafka#data-engineering#tossbank#streaming#flink[AWS] Kinesis in Practice: Kafka Comparison and Streaming Patterns
A detailed comparison of Kinesis with Apache Kafka and SQS, stream analytics with Amazon Managed Flink, real-world streaming architecture patterns, and performance optimization strategies.
2026-03-20 · 16 min read #aws#kinesis#streaming