Tag: #deep-dive
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 254 posts
AI Accounting & Bookkeeping Tools 2026 Deep Dive - Pilot · Bench · Ramp · Brex · freee · Money Forward Cloud · Xero · QuickBooks AI · Duzon BizOn
As of spring 2026 bookkeeping is no longer "a person typing journal entries". Intuit QuickBooks Online ships Intuit Assist, Xero ships Just Ask Xero, freee and Money Forward Cloud ship 取引登録AI auto-categorization, Ramp an
2026-05-16 · 31 min read #english#ai-accounting#bookkeeping#pilot#benchAI Agent & LLM Benchmarks 2026 — SWE-bench Verified / ARC-AGI 2 / GAIA / MMLU-Pro / GPQA / LiveCodeBench / Chatbot Arena Deep Dive
A single-page map of the 30+ AI benchmarks that matter in 2026. From SWE-bench / SWE-bench Verified / SWE-bench Multimodal to AgentBench, WebArena and GAIA, ARC-AGI 2 (Chollet $1M prize), RE-Bench (METR), Frontier Math (
2026-05-16 · 19 min read #ai-benchmark#llm-evaluation#swe-bench#swe-bench-verified#agentbench3D Printing and CAD Tools 2026 — FreeCAD 1.0 / Fusion 360 / Onshape / BambuStudio / OrcaSlicer / PrusaSlicer / Klipper / Bambulab / Prusa / Voron Deep Dive
In November 2024, FreeCAD hit 1.0 — twenty-two years after its first commit. Around the same time, the Bambulab P1S dropped to the $700 range and became the default machine in every neighborhood makerspace, OrcaSlicer st
2026-05-16 · 25 min read #3d-printing#cad#freecad#openscad#fusion-360WASM Ecosystem 2026 — Wasmtime, Wasmer, WasmEdge, Spin, Component Model, Extism Deep Dive (The Universal Execution Layer Beyond the Browser)
WebAssembly grew up from browser accelerator to universal execution layer in 2026. Bytecode Alliance's Wasmtime crossed 30+ major versions, Wasmer wove a package ecosystem around wasmer.io, WasmEdge solidified at the edg
2026-05-15 · 22 min read #webassembly#wasmtime#wasmer#wasmedge#spinStatic Analysis / SAST 2026 — Semgrep / CodeQL / Snyk / SonarQube / Aikido / Trivy Deep Dive
Mapping the 2026 code security tooling landscape — Semgrep (the de facto OSS SAST plus Pro engine and Supply Chain), CodeQL (the heart of GitHub Advanced Security, dataflow king), Snyk Code (SAST+SCA after the DeepCode A
2026-05-15 · 26 min read #security#sast#static-analysis#semgrep#codeqlQuantum Computing in 2026 — IBM Heron R2, Google Willow, Quantinuum, IonQ, Pasqal, PsiQuantum Deep Dive
The moment Google published Willow in December 2024 and crossed the surface-code threshold where errors fall exponentially as you add more qubits, the end of the NISQ era came into view. In February 2025 Microsoft droppe
2026-05-15 · 20 min read #quantum#quantum-computing#ibm#google-willow#quantinuumPasskeys and WebAuthn in 2026 — FIDO2, Auth0, Clerk, Stytch, Logto, SuperTokens, Hanko Deep Dive
The password era is genuinely ending. iOS 18 Passwords app, Android 15 Credential Manager, WebAuthn Level 3 Conditional UI, and Hybrid transport (caBLE then CTAP 2.2) accumulated between 2024 and 2026 so that ordinary us
2026-05-15 · 19 min read #passkey#webauthn#fido2#passwordless#auth0The Linux Desktop in 2026 — COSMIC, GNOME 47, KDE Plasma 6.3, Wayland, Asahi, NixOS, and Immutable Distros, Deep Dive
As of May 2026, the Linux desktop is not a dead market — it is the most actively redesigned operating system in computing. System76 shipped COSMIC 1.0 alpha after two years of Rust-plus-iced rebuilding. GNOME 47 finally
2026-05-15 · 26 min read #linux#desktop#cosmic#gnome#kdeEdge Compute Platforms 2026 — Cloudflare Workers vs Vercel Fluid vs Deno Deploy vs Fastly Compute vs Bun: A Deep Dive
In May 2026, "edge compute" has split into three execution models: V8 isolates, WebAssembly, and Firecracker microVMs. This deep dive compares Cloudflare Workers + R2 + D1 + Hyperdrive + Queues + Durable Objects + Worker
2026-05-15 · 16 min read #edge#serverless#cloudflare-workers#vercel#deno-deployDocker Desktop Alternatives 2026 — Podman / OrbStack / Colima / Finch / Rancher Desktop Deep-Dive Comparison
Five years after Docker Desktops August 2021 pricing change, the container tooling landscape has been completely reshaped. In 2026, containerd is the de facto industry-standard runtime, and on top of it sit a constellati
2026-05-15 · 22 min read #docker#podman#orbstack#colima#finchCRDT and Local-First Engines in 2026 — A Deep-Dive Comparison of Yjs, Automerge 3, Loro, Replicache, Liveblocks, Zero
The 7 ideals laid out by Ink and Switch in their 2019 "Local-first software" essay only really matured into shippable engineering by 2026. Yjs has become the de-facto standard inside collaborative editors, Loro 1.0 has e
2026-05-15 · 19 min read #crdt#local-first#yjs#automerge#loroAI Image Generation 2026 — Flux / Midjourney 7 / Ideogram 3 / Recraft / SD 3.5 / GPT-4o / Imagen 4 Deep Dive
AI image generation in 2026 is no longer a single-model story. Black Forest Labs Flux 1.1 Pro and Kontext set a new bar for photorealistic open-weight quality, Midjourney 7 cemented itself as the aesthetic standard, Ideo
2026-05-15 · 27 min read #ai-image#image-generation#flux#midjourney#ideogramWorkflow Engines in 2026 — Temporal, Inngest, Trigger.dev, Hatchet, Restate, DBOS, Airflow Deep Dive (Mapping the Durable Execution Era)
The AI-agent era has dragged workflow engines back into tier-1 infrastructure for every backend team. Temporal Cloud — founded by the people who built Uber Cadence — is the de facto standard, Inngest and Trigger.dev v3 a
2026-05-15 · 24 min read #workflow#durable-execution#temporal#inngest#trigger-devTime-Series Databases in 2026 — TimescaleDB / InfluxDB 3 / QuestDB / ClickHouse / VictoriaMetrics Deep Dive
The 2026 time-series database map — TimescaleDB (the 1 Postgres extension), InfluxDB 3 (reborn on Apache DataFusion + Arrow), QuestDB (SQL plus fast ingest), ClickHouse (a column store with dominant analytical performanc
2026-05-15 · 18 min read #time-series#database#tsdb#timescaledb#influxdbRobotics Development ROS 2 2026 — Nav2 / MoveIt / Gazebo / Isaac Sim / MuJoCo / LeRobot / GR00T Deep Dive
Robotics development in 2026 is no longer the world of ROS 1 and Gazebo Classic. ROS 2 Jazzy / Kilted / Lyrical have settled into a yearly LTS cadence, Nav2 and MoveIt 2 are de facto standards, and Gazebo Harmonic has re
2026-05-15 · 30 min read #robotics#ros2#nav2#moveit#gazeboVoice AI in 2026 — ElevenLabs / Cartesia / Sesame / Whisper Turbo / Deepgram / Parakeet Deep Dive
In October 2024 Whisper Large v3 Turbo got 8x faster, Cartesia (built by the Mamba authors) hit sub-90ms TTS, and Sesame from Brendan Iribe launched "voice presence." By May 2026 the TTS, STT, and realtime-agent axes hav
2026-05-15 · 22 min read #voice-ai#tts#stt#asr#elevenlabsPKM Tools 2026 — A Deep Dive into Notion, Obsidian, Logseq, Anytype, Tana, Capacities, and Heptabase
The 2026 landscape of Personal Knowledge Management tools. Notion AI Workflows, Obsidian 1.7 Bases, Logseq, Anytype P2P, Capacities object model, Tana supertags, Heptabase whiteboard, Reflect, AppFlowy, RemNote, Mem, Bea
2026-05-15 · 20 min read #pkm#note-taking#second-brain#notion#obsidianSelf-Hosted Media and Homelab 2026 — Jellyfin / Immich / Navidrome / Audiobookshelf / arr Stack / Tdarr Deep Dive
Plex's 2025 price hike and the move to gate remote streaming behind a paywall cracked open the self-hosted media community. Jellyfin 10.10 finally delivers solid hardware transcoding for everyone, Immich has become the d
2026-05-15 · 25 min read #self-hosted#homelab#jellyfin#plex#immichCross-Platform Mobile Development in 2026 — React Native New Architecture / Flutter / KMP / Tauri / Lynx Deep Dive
Mobile cross-platform in 2026 is the age of five contenders. React Native New Architecture became default from 0.76. Expo SDK 52 and Expo Router 4 are now the de-facto standard setup. Flutter promoted Impeller to its def
2026-05-15 · 22 min read #mobile#react-native#flutter#kotlin-multiplatform#compose-multiplatformPython Type Checkers in 2026 — Mypy, Pyright (Pylance), Pyre, Pyrefly, ty: Deep-Dive Comparison
The Python type-checking landscape exploded in 2025-2026. Astral (the uv and ruff company) shipped ty, a Rust-based checker, in alpha. Meta released Pyrefly, a Rust rewrite of Pyre. Mypy remains the reference implementat
2026-05-15 · 19 min read #python#mypy#pyright#pylance#pyre