Tag: #deep-dive
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 254 posts
Game Engines in 2026 — A Deep Comparison of Godot 4.3, Unity, Bevy, Unreal 5.5, Defold, and Stride
After the September 2023 Unity Runtime Fee disaster, the indie game engine landscape was permanently rewired. Godot 4.3 became the new default, Bevy 0.15 grew at scary speed, Unreal 5.5 stayed dominant for AAA, and Defol
2026-05-15 · 17 min read #game-dev#godot#unity#bevy#unrealMusic Production 2026 — Ableton 12 / FL Studio 21 / Logic Pro 11 / Reaper 7 / Bitwig 5 / Suno v4 / Udio / Stem Separation Deep Dive
A single comprehensive map of the 2026 music production landscape. Compares major DAWs (Ableton Live 12, FL Studio 21, Logic Pro 11, Cubase 14, Reaper 7, Bitwig Studio 5, Studio One 7, Pro Tools 2025, Reason 13, GarageBa
2026-05-15 · 22 min read #music#daw#ableton#fl-studio#logic-proDocument AI / OCR in 2026 — Mistral OCR / Marker / Surya / LlamaParse / Docling / OlmoOCR Deep Dive
Document AI in 2026 is no longer "extract text with Tesseract." Purpose-built APIs like Mistral OCR (March 2025), open-source PDF-to-Markdown engines like Marker / Surya / Docling / OlmoOCR, pretrained document models li
2026-05-15 · 19 min read #ocr#document-ai#pdf#mistral-ocr#markerJS Build Tools Rust Wave 2026 — Turbopack, Rspack, Rolldown, oxc, Biome, Vite 6, Bun Deep Dive
The JavaScript build chain is going through a generational rewrite in 2026. webpack and Babel, Rollup and Prettier, ESLint and terser — the tools that defined an era are being replaced by Rust rewrites. Turbopack is now
2026-05-15 · 21 min read #javascript#build-tools#turbopack#rspack#esbuildDistributed Messaging 2026 — Kafka 3.9 / NATS / Redpanda / Pulsar / RabbitMQ 4 / WarpStream Deep-Dive
The 2026 landscape of distributed messaging. Kafka 3.9 made KRaft the default and ZooKeeper is gone. WarpStream put the Kafka API on top of S3 and was acquired by Confluent. Redpanda pushes Kafka compatibility in C++, NA
2026-05-15 · 18 min read #messaging#distributed-systems#kafka#nats#redpandaeBPF Observability 2026 — Pixie / Parca / Cilium Hubble / Tetragon / Beyla / Coroot / Falco Deep Dive
A complete map of the eBPF ecosystem as of 2026. Compares Pixie, Parca, Cilium Hubble, Tetragon, BCC/bpftrace, OpenTelemetry eBPF Collector, Grafana Beyla, Coroot, Inspektor Gadget, Kepler and Falco — plus the CO-RE revo
2026-05-15 · 24 min read #ebpf#observability#pixie#parca#ciliumAI Video Generation 2026 — Sora 2 / Veo 3 / Kling 2 / Hailuo / Runway Gen-4 / Luma Ray 2 / HunyuanVideo Deep Dive
Two years after Sora 1 stunned the film industry in Feb 2024, the AI video generation landscape of May 2026 has hardened around three camps — closed-source SOTA (Sora 2, Veo 3, Kling 2, Hailuo), industry-standard video t
2026-05-15 · 27 min read #ai-video#video-generation#sora#veo#klingDistributed SQL / NewSQL 2026 — CockroachDB / TiDB / YugabyteDB / Spanner / Aurora DSQL / Neon Deep Dive
The 2026 distributed SQL landscape no longer fits under the single word "NewSQL" that defined the early 2020s. CockroachDB 24 has settled into its position eighteen months after its license change, TiDB 8 has dragged the
2026-05-15 · 18 min read #database#distributed-sql#newsql#cockroachdb#tidb3D Modeling Tools 2026 — Blender 4.4 / Houdini 21 / Maya / ZBrush / Substance / USD / 3D AI Deep Dive
The full 2026 stack for 3D modeling and content creation in one post — Blender 4.4 Geometry Nodes and EEVEE Next, Houdini 21 APEX auto-rigging, Maya 2026 USD-first workflow, ZBrush 2025 digital sculpting, Adobe Substance
2026-05-15 · 18 min read #3d#3d-modeling#blender#houdini#mayaChinese AI Labs in 2026 — A Deep Dive into DeepSeek, Qwen, Kimi, GLM, Yi, Doubao, Hunyuan (The New Center of Gravity for Open Weights)
When DeepSeek-V3 dropped a 671B MoE in December 2024 and R1 added open-weight reasoning in January 2025, the world paused. Since then Alibaba's Qwen 3 (235B-A22B) has become the de facto new open-weight standard; Moonsho
2026-05-15 · 25 min read #ai#china#deepseek#qwen#alibabaAI Agent Frameworks in 2026 — A Deep Dive on LangGraph, AutoGen, CrewAI, OpenAI Agents SDK, Anthropic Agent SDK, and More
In 2026 the AI agent framework landscape has exploded into a dozen camps. Vendor SDKs from OpenAI and Anthropic, orchestration frameworks like LangGraph and AutoGen and CrewAI, minimalist contenders like smolagents and M
2026-05-15 · 19 min read #ai-agent#langgraph#autogen#crewai#smolagentsVoice AI in Practice — The Complete Guide: Real-Time STT/TTS, Speech LLMs, Turn-Taking, and Deepfake Defense (2025)
Why "AI without a screen" became the hottest product category of 2025. Real-time voice pipelines (VAD/STT/LLM/TTS), speech LLMs (GPT-4o realtime/Gemini Live/Moshi), turn-taking and interruption, emotion and prosody contr
2026-04-15 · 12 min read #voice-ai#stt#tts#gpt-4o-realtime#moshiObservability 2025 Complete Guide: OpenTelemetry, Grafana / Datadog / Honeycomb / SigNoz, SLO and Error Budget, LLM Observability (2025)
Season 5 Ep 8. Without observability there is no operations, and without operations there is no product. Unifying the three OpenTelemetry signals (metric, log, trace), the Grafana stack (Prometheus, Loki, Tempo, Mimir) v
2026-04-15 · 11 min read #observability#opentelemetry#grafana#datadog#honeycombThe Complete LLMOps Guide: Three-Axis Versioning of Model, Prompt, and Eval Set, Canary, Cost Control, and the Platform Team (2025)
Building an LLM product fast has become easy. Running it sustainably is the hard part. Three-axis versioning across model, prompt, and eval set; Shadow/Canary/Blue-Green deployment; cost control through tokens, caching,
2026-04-15 · 11 min read #llmops#mlops#devops#canary#cost-controlFeature Store and the Vector·Graph·Time-Series DB Convergence Guide: Feast·Tecton·Pinecone·Weaviate·Milvus·Neo4j·TimescaleDB (2025)
Season 5 Ep 6. The language of ML is features, the language of AI is vectors, the language of relationships is graphs, and the language of operations is time series. In 2025 every one of these DB categories crosses its o
2026-04-15 · 12 min read #feature-store#vector-db#graph-db#timeseries-db#feastStreaming 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#materializeSemantic Layer·Metrics Store·Reverse ETL, The Complete Guide: dbt·Cube·Looker·Hightouch·Census, and Data Activation (2025)
Season 5 Ep 5. If the pipeline produces the data, the Semantic Layer speaks its meaning. The lineage of dbt Semantic Layer, Cube, AtScale, and Looker; the Metrics Store pattern; Headless BI (Lightdash, Transform); the fl
2026-04-15 · 11 min read #semantic-layer#metrics-store#reverse-etl#headless-bi#dbt-semantic-layerDeveloper Networking & Personal Branding Complete Guide: LinkedIn, Twitter, GitHub, and Conferences for Introverts (2025)
Granovetter's "Strength of Weak Ties" theory and low-cost networking strategies for introverted developers. LinkedIn profile optimization, Twitter/X developer networking, GitHub profile polishing, conferences from attend
2026-04-15 · 14 min read #networking#personal-branding#linkedin#twitter#githubData Governance, Lineage and PII Complete Guide: OpenLineage, Collibra, Atlan, DataHub, Unity, Polaris, GDPR, Korean PIPA (2025)
Season 5 Ep 7. The more data you accumulate, the murkier it becomes who uses it, where, why and how much. The OpenLineage standard, the four major data catalogs (Collibra, Atlan, DataHub, Alation), governance in Unity Ca
2026-04-15 · 13 min read #data-governance#lineage#pii#openlineage#collibraThe Complete Guide to LLM Security: Prompt Injection, Jailbreak, Red Team, OWASP LLM Top 10, EU AI Act (2025)
Across 2024–2025 a "security incident" is always among the TOP 3 causes of LLM product failure. 12 prompt injection variants, jailbreak techniques, data exfiltration, model extraction, red team automation (PyRIT/Garak),
2026-04-15 · 12 min read #llm-security#prompt-injection#jailbreak#red-team#owasp-llm