News

New column: What is Docker Agent (formerly cagent)? — Docker's Apache 2.0 agent runtime: features, installation (Docker Desktop 4.63+, Homebrew, winget), the one-YAML quick start, delegating with sub_agents, MCP and Docker Model Runner, sharing agents via OCI registries, how it compares with Claude Code, LangGraph, CrewAI and Goose, and the Hacker News reception (with diagram)

New column: Responding to shorter SSL/TLS certificate lifetimes (47 days) — the schedule cutting maximum validity to 200 days (Mar 2026), 100 days (Mar 2027) and 47 days (Mar 2029), Let's Encrypt's 64- and 45-day steps, which sites and devices are affected, expiry risks, an inventory checklist, cost estimates by response option, questions for your web vendor, and a six-step plan to March 2027 (with diagram)

New column: Cloudflare acquires Deno — what the Oct 9, 2026 announcement means: Deno Deploy shuts down in six months, the Deno runtime gets one more year of support, JSR continues, workerd/celld self-hosting; migration options from Deno Deploy, the shortest path to Workers, Deno vs. Node.js vs. Bun, and what is still unannounced (with diagram)

New column: Cashless payment costs and fees for small shops — card, e-money, QR and tap payments explained, phone readers vs. countertop terminals vs. POS-integrated vs. online payments compared on setup cost, monthly fees, rates and payout cycles, fee simulations by monthly sales, six hidden costs, and choosing by industry in five steps (with diagram)

New column: Whistle explained — Cactus Compute's 16.9MB Apache 2.0 speech-to-text model released Oct 2, 2026: architecture, speed vs. Whisper base and Moonshine, install and usage, how it compares with Whisper and Parakeet, and Hacker News reactions (with diagram)

New column: Migrating Access databases — 10 signs it is time to move an Access business database, five destinations compared (keep Access alive, kintone, Power Apps, packaged SaaS, web rebuild) with cost ranges by scale, a five-step process from inventory to parallel running, and common pitfalls such as hidden VBA logic (with diagram)

New column: Claude Haiku 5.5 explained — specs of the Haiku released Oct 7, 2026 ($0.10/$0.50, 1M context), benchmarks vs. Haiku 4.5 and Sonnet 5.5, real cost given the 100K tier and new tokenizer, routing across Opus/Sonnet/Haiku, and 10 breaking changes when migrating from Haiku 4.5 with code (with diagram)

New column: Lost or stolen company PC or phone — a first-hour response timeline (reporting, remote lock, password resets and session revocation, police report), when Japan's privacy law requires a report and how encryption affects it, six preventive measures (BitLocker/FileVault, MDM, MFA and more) with cost estimates, and checklists (with diagram)

New column: Mistral Large 4 requirements — estimated memory for the 1T MoE by precision (about 1TB FP8, 500-580GB 4-bit), H100/H200/B200 setups, 512GB Mac Studio and CPU offload, cost vs. the API ($1.36 in / $4.18 out per 1M tokens), and comparison with Reflection Beam and DeepSeek V4 (with diagram)

New column: Shadow IT and BYOD policy for SMBs — everyday examples and risks (personal LINE, Gmail, generative AI), banning vs. conditionally allowing BYOD vs. company-issued phones, MDM cost estimates, a policy checklist and a five-step rollout (with diagram)

New column: What is HyperFrames? — HeyGen's open-source framework that turns HTML into deterministic MP4 video via headless Chrome and FFmpeg, with setup, usage, AI agent workflows and how it compares with Remotion and Motion Canvas (with diagram)

New column: Reflection Beam requirements — estimated memory for the 501B MoE by precision (about 501GB FP8, 250-290GB 4-bit), H100/H200 setups, 512GB Mac and CPU offload, budget builds, comparison with GLM-5.2 and DeepSeek V4, and what to do before the weights ship (with diagram)

New column: IT onboarding checklist for new hires — tasks from two weeks before to one month after the start date, per-person cost estimates, who does what, common mistakes and how to template the process (with diagram)

New column: What is RemoveMacAI? — the CLI that turns off Apple Intelligence on macOS 27 and reclaims about 12GB: what gets disabled and deleted, install and commands, how the profile and re-download block work, caveats and comparison with manual settings and MDM (with diagram)

New column: Windows Server 2016 end of support (January 2027) — SMB migration options and costs: new server (800K-2M yen), NAS, Microsoft 365 or Azure VM, inventory checklist, a schedule working back from January 12 and stop-gap measures (with diagram)

New column: What is Strata? — the local inference tool that runs Qwen3.8 Flash Next (125B) on an RTX 4090: tiered GPU/RAM/CPU/SSD placement, requirements from 12GB VRAM and 32GB RAM, setup, usage and how it compares with DwarfStar, llama.cpp and Ollama (with diagram)

New column: Kolibri-1 requirements — Aleph Alpha's 78B German/English MoE: ~78GB at FP8 on 2x H100 or 1x H200, estimated BF16/4-bit/3-bit memory, Mac and RTX options, vLLM serving and comparison with Qwen3.8 Flash Next and GLM 5.3 Flash (with diagram)

New column: Index-Translate requirements — VRAM 2–72GB for bilibili's 150-language translation models (2B/9B/35B-A3B): quantization, GPU/Mac/CPU setups, vLLM usage, free API and DeepL/GPT comparison (with diagram)

New column: Generative AI employee training costs for SMBs — seminars vs e-learning vs hands-on support: cost ranges, hidden costs, choosing by company size, a curriculum checklist, ROI and subsidies (with diagram)

New column: DwarfStar (ds4) explained — antirez's local LLM engine for DeepSeek V4/V4.1, GLM 5.3 and Qwen3.8 on Mac and DGX Spark: memory, setup, Claude Code and speed (with diagram)

New column: Meeting room video conferencing costs 2026 — USB bars vs Teams Rooms by room size, cost breakdown, hidden costs and a pre-order checklist (with diagram)

New column: Cloudflare Clef explained — open-weight, Jev-compatible decision models: $0.24/M pricing, 41GB/85GB VRAM, Workers AI usage and benchmarks (with diagram)

New column: MEO (Google Business Profile) costs in Japan 2026 — DIY vs monthly agency vs pay-per-result, red flags and a pre-contract checklist (with diagram)

New column: Copier lease costs in Japan 2026 — counter fees, 5-year totals, lease vs rental vs purchase, and a quote checklist (with diagram)

New column: Gemini 4 Argon explained — $2/$10 pricing, 1M output tokens, benchmarks vs GPT-6 Astra and Claude Opus 5.5, and access status (with diagram)

New column: Irodori-TTS-v4-Large explained — a 3.29B Japanese TTS with voice cloning, Voice Design, and license details

New column: GPT-6.1 Sol explained — $2/$10 pricing at one fifth of Astra, benchmarks, and a migration checklist from GPT-6 Sol (with diagram)

New column: Business online storage costs — Box, Dropbox, Google Drive and OneDrive compared, yearly cost by company size, NAS comparison and migration steps (with diagram)

New column: OpenAI dots explained — the always-on GPT-6 Astra agent: what it does, safety design, pricing, and how it compares with Grok Bot and Muse (with diagrams)

New column: What is claude-code-templates? — the CLI that installs Claude Code agents, commands, MCPs and hooks in one command and monitors usage, with installation, usage, how it differs from built-in plugins and security precautions

New column: Claude Sonnet 5.5 explained — same $2/$10 pricing as Sonnet 5, 1M context and 70.6% on Terminal-Bench 4.0, compared with Fable 5.1, Opus 5.5 and Haiku 4.5, plus the five breaking changes and how to migrate from Sonnet 5

New column: Office relocation IT costs & checklist for SMBs — total estimates for 10- and 30-person offices, cost ranges for internet, LAN, phones, MFPs and address updates, a schedule from six months out, vendor roles and common mistakes

New column: What is Claude for Financial Services? — Anthropic's official reference kit for finance with 10 workflow agents, vertical plugins, 12 MCP data connectors, deployment options and lessons for smaller firms

New column: What is CLI-Anything? — the open-source framework that turns any software into an agent-native CLI through a 7-phase pipeline, with how it works, installation, usage and how it compares with GUI automation and MCP

New column: What is fakecloud? — the free, open-source AWS emulator that emerged after LocalStack went account-only, with 105 services, installation, usage, test SDKs and how it compares with LocalStack, floci and Moto

New column: GPT-6 Sol vs Luna vs Grok 4.7 — OpenAI's permanent price cuts for Sol ($2/$10) and Luna ($0.10/$0.50) and xAI's same-week Grok 4.7 ($2/$6), compared with Claude Opus 5.5 on pricing, monthly cost, benchmarks and use cases

New column: What is Paperclip? — the open-source app that runs teams of AI agents like a company with org charts, budgets and approval gates, with features, installation, usage and how it compares with Orca, CrewAI and OpenClaw

New column: What is Hindsight? — Vectorize's open-source agent memory layer built to learn, not just recall, with its four memory types, retain/recall/reflect, installation and how it compares with mem0, Letta and Zep

New column: What is Ember-1? — Fireworks' post-trained Kimi K3 using about 40% fewer tokens, with benchmarks, pricing, API usage and how it differs from Kimi K3

New column: Security camera and access control costs for SMBs — recorder vs cloud cameras, IC card, smart lock and face recognition costs, estimates by business size, pitfalls and a checklist

New column: What is Reladraw? — a relative-placement diagram language using "right of" and "below", with install steps, agent skill and a comparison with Mermaid, D2 and draw.io

New column: EDR and antivirus costs for SMBs — EPP vs NGAV vs EDR vs MDR, what Microsoft Defender includes, costs by device count, pitfalls and a checklist

New column: Microsoft 365 migration costs for SMBs — license tiers, mail and file migration fees, totals by headcount, common pitfalls and a checklist

New column: What is Ollaya? — an Ollama-style open-source runtime for running Jev-style decision models locally, with install steps, models and comparisons

New column: What is Whiteboard? — the YC W26 open-source canvas that turns Claude Code and Codex changes into diagrams for review

New column: AI-OCR costs for SMBs — digitizing paper invoices and faxes, four offering types compared, accuracy limits and a checklist

New column: Ternary Bonsai 2 27B requirements — Qwen3.8-27B at 1.76-bit and 5.9GB, runs on 16GB RAM or a 24GB GPU

New column: NAS & file server costs for SMBs — NAS vs Windows server vs cloud, cost breakdown, replacement timing and a checklist

New column: Claude Opus 5.5 — $4/$20 pricing, benchmarks vs Opus 5 and Fable 5.1, and API migration notes

New column: PC kitting costs for SMBs — per-device pricing, in-house vs outsourcing, and a pre-order checklist

New column: What Is Plain? The B2B AI Support Stack for Slack, Teams, and Email

New column: MiMo-V2.6 requirements — VRAM and GPUs for Xiaomi's new open-weight Pro, Flash and 9B distill models

New column: UTM firewall cost for small businesses — do you need one, and buying vs. leasing vs. renting vs. cloud

New column: What is Worktrunk? A Git worktree CLI for parallel AI agents, compared with Orca and plain git worktree

New column: What is Alibaba's Open Code Review? The hybrid deterministic + LLM-agent code review CLI, compared with CodeRabbit and others

New column: What is WeKnora? Tencent's open-source RAG, agent and self-maintaining wiki platform, compared with Dify and RAGFlow

New column: Atria Dawn Preview requirements — memory estimates for Shanghai AI Lab's 744B MoE research-agent model, compared with other open MoE giants

Updated: our Kimi K3 self-hosting guide now compares K3 with the new Kimi K2.8 Preview (closed weights, 1M context)

New column: Server & system monitoring costs for SMBs — pricing by approach and who fixes things after an alert

New column: Qwen-Image-2.1 requirements, VRAM & setup — Alibaba's 7B open model unifying image generation and editing

New column: Bend 2 explained — the functional language unifying dependent types, proofs, and GPU execution

New column: Is no-code/low-code right for SMBs? Costs, limits, and when to outsource

New column: What Is Orca? A guide to the open-source agent development environment for parallel worktrees

New column: POS register system costs for small businesses — tablet POS, packaged, and custom builds compared

New column: Qwen3.8-Omni-Flash explained — 1M context, API pricing, and closed weights

New column: TypeSafe Jev Practical Guide — Writing Choice/Score/Noul Questions and 12 Use Case Ideas (intro article also updated with the now-published API specs)

New column: MCPJam Inspector — an OSS platform to test, debug and eval MCP servers

New column: AI voicebot phone automation costs for SMBs — four approaches compared

New column: Meta Muse App Explained — iPhone/Android vs Mac, pricing, and how it works

New column: CUDA Rust Explained — cuda-oxide vs cutile-rs

New column: Store Loyalty & Membership App Development Costs (2026)

New column: Running Gemma 4 12B on Mac with Google AI Edge Gallery

New column: TypeSafe Jev: The System One Decision Model Explained

New column: Employee Safety Confirmation System Costs for SMBs (2026)

New column: dbt Charts: Dashboards as YAML for AI Agents (Guide)

New column: HR Performance Evaluation System Costs for SMBs (2026)

New column: Three.js r186: Native Gaussian Splatting, Setup & Limits

New column: Equipment Maintenance System (CMMS) Cost Guide for SMBs (2026)

New column: What Is VoiceStudio?

New column: Nex-N2.5 Requirements: VRAM, GPU and RAM for Mini, Pro and Max (2026)

New column: MiniCPM5-2B Requirements: RAM, VRAM and GPU for Phones, Raspberry Pi and Laptops (2026)

New column: What Are i-have-adhd and Ponytail?

New column: What Is GPT Image 2.5?

New column: What Is Edge0-35B-A3B?

New column: What Is CUDA for AMD on Windows?

New column: What Is Context Mode?

New column: What Is colibri?

New column: what Raycast is in 2026 — agentic AI Chat, credit-based pricing and the Windows/iOS apps, with diagrams

New column: what quote management systems cost for SMBs — SaaS, packages, kintone customization and custom builds compared, with a diagram

New column: GPT-Live-1 explained — OpenAI's $0.05/min full-duplex voice API, pricing, setup and how it differs from the Realtime API (with diagram)

New column: OpenAI's Habitat storage platform — inside the Python-to-Rust rewrite behind 1 billion ChatGPT users

New column: what fleet and dispatch management systems cost and how to choose one, with a diagram of how they differ from tachographs and dashcams

New column: Sakana AI Fugu Max and Ultra v2 explained — $2-$30 pricing, benchmarks and a diagram of how the orchestrator routes each request

New column: what phishing simulations and security awareness training cost for small businesses, with a diagram of the yearly training cycle

New column: OpenAI's Agents API explained — the managed Codex harness, sessions and sandboxes, with pricing, a quickstart and an architecture diagram

New column: what a quality management and inspection-record system costs in 2026, with a chart comparing the four ways to build one

New column: a first look at DeepSeek V4.1-Flash — 552B MoE, an 890-byte/token KV cache, and what it takes to run locally

New column: what Mercury 2.5 is — the speed and pricing of a diffusion LLM, with a diagram comparing it to autoregressive generation

New column: internal AI chatbot costs and how to roll one out — four approaches, their price ranges, and a decision flow diagram

New column: How to build a Grok Bot and publish it to the Marketplace — design patterns from 69 public Bots, with a workflow diagram

New column: WeatherNext 3 explained — how Google DeepMind trains directly on geostationary satellite observations to deliver hourly, 5km forecasts, how to pick between the Maps Platform Weather API, Earth Engine, BigQuery and Zarr, and how to read its accuracy claims (with diagram)

New column: what vulnerability assessments and penetration tests actually cost — how automated scans, manual assessments, and pentests differ in price, what drives the number up, what to check in a quote, and where an SMB should start (with diagram)

New column: what Privacy Mark and ISMS certification actually cost Japanese SMBs — how the two schemes differ, where the money goes, how to decide when a client demands one, and the IT controls you end up building either way (with diagram)

New column: GPT-6 Astra goes GA in GitHub Copilot — which plans and surfaces get it, how far AI credits actually stretch at Astra's rates, and why admins should check model policy before new models auto-enable themselves (with diagram)

New column: what Cloud in a Bottle is — Imbue's unified-auth self-hosting platform, how it differs from Umbrel, CasaOS, YunoHost and Coolify, and what running it yourself actually costs you (with diagram)

New column: K2 Horizon requirements — VRAM by model and quantization for all six fully open MBZUAI releases (0.9B to 375B-A23B), and why MoE memory is budgeted from total, not active, parameters (with diagram)

New column: Magnitude, the local inference server that profiles your hardware and picks the model for you — how to run it, and how it differs from Ollama, LM Studio, llama.cpp and vLLM (with diagram)

New column: Perplexity Hybrid Compute — how a cloud-started task hands its sensitive steps to a 27B model on your Mac, what hardware it needs, and how it runs opposite to Apple's Private Cloud Compute (with diagram)

Updated column: DeepSeek-V4-Flash-Vision-Exp — now covers the Aug 31, 2026 MIT open-weight release, the hardware needed to run the ~168GB checkpoint locally, and when the API is still the better call

New column: purchasing management system costs — cloud SaaS, ERP modules and custom builds compared, how purchasing differs from order and inventory systems, and the signs your spreadsheet workflow is breaking down (with diagram)

New column: AMD Threadripper Halo Station explained — the 96-core, up-to-576GB HBM3E local AI workstation unveiled at IFA 2026, compared with the DGX Station, plus a memory budget check for trillion-parameter models

New column: job costing system costs — pricing from cloud tools at JPY 200,000 to full custom builds, plus how manufacturers, contractors and service firms differ in what they cost against (with diagram)

New column: GPT-6 Astra explained — $10 input and $50 output per 1M tokens, the pricing cliff above 272K input tokens, headline benchmarks and what its 1M-token context actually delivers (with diagram)

New column: Prisma ORM in 2026 — the Rust-free v7 line and the Prisma 8 release candidate, with an architecture diagram

New column: Meta Muse Spark 1.3 explained — the 1M-token context window, headline benchmarks, and the 12-21x gap between the $1.25 Standard tier and the $0.10 Contributor tier that trains on your prompts (with diagram)

New column: WMS (warehouse management system) costs and how to choose one — cost ranges for cloud, packaged and fully custom builds, how a WMS differs in scope from inventory software, the non-software costs such as handheld terminals and Wi-Fi work, and a pre-implementation checklist (with diagram)

New column: Gemini 3.8 Flash and Flash Cyber explained — $0.75/$3.75 per 1M tokens only through Dec 31 2026, the 1M-token context window, headline benchmarks, and why the Cyber variant is limited to the Fairwind Program (with diagram)

New column: what an inquiry management system costs for SMBs — SaaS from a few thousand yen to ¥20K per user monthly against custom builds from ¥2M, when SaaS is enough, common failure patterns and a pre-rollout checklist (with diagram)

New column: what a contract management system costs for SMBs — cloud plans from free to ¥50K a month against ¥1M-plus custom builds, how CLM differs from e-signature, plus a feature checklist and rollout steps

New column: Claude Fable 5.1 and Mythos 5.1 explained — Terminal-Bench-Science jumps from 24.7% to 52.6%, pricing holds at $10/$50 while cache reads drop 75% to $0.25, and who can actually access Mythos

New column: Solar Open2 250B requirements — VRAM from 89GB to 191GB by quantization, covering Upstage's 250B-A15B hybrid-attention MoE, its 1M context, measured GGUF sizes and llama.cpp caveats

New column: system integration costs in 2026 — what CSV links, iPaaS and custom API development actually cost for SMBs, how the four approaches compare, and a checklist to run before you order

New column: local LLM context length and VRAM — the KV cache formula and sizing table, why a 7B model needs about 17GB at 128K, plus GQA and KV quantization fixes

New column: business card management software costs in 2026 — monthly pricing for Sansan, Eight Team and myBridge, plus a pre-purchase checklist and common pitfalls

New column: Qwen3.8-Flash-Next requirements — VRAM 75GB to 354GB, with measured sizes by quantization, GPU setups and API pricing for this 125B MoE

New column: What archify is — how it makes agents draw architecture diagrams, and how it differs from Mermaid and draw.io

New column: OpenSEO, the open source Ahrefs and Semrush alternative — flat subscriptions replaced by pay-per-query, usable from AI agents over MCP

New column: Hy4 preview requirements — VRAM 385GB to 1.5TB, with memory by quantization, GPU setups and API pricing for Tencent's 770B MoE

New column: Auto repair shop systems — a cost guide covering service management, inspection due dates, parts inventory and how to choose

New column: Why new systems go unused — designing adoption for business systems, with a 90-day plan, roles, cost benchmarks and a checklist

New column: htmx 4.0 released — explicit attribute inheritance, renamed events, the move to fetch(), and how to migrate

New column: OpenAI to end model access for Cursor on Nov 12 — the decision after the SpaceX acquisition, with a timeline diagram

New column: FTP & SFTP on Google Cloud — four practical setups without a managed service, with an architecture diagram

New column: NVIDIA SkillSpector — the open-source scanner that checks AI Agent Skills before you install them (with diagram)

New column: Cloud accounting software costs — freee, Money Forward and Yayoi pricing, plus working with your accountant (with diagram)

New column: Responding to the Backlog price hike — new plans and the Redmine migration option, with a decision-flow diagram

New column: What is StyleX? Meta's compile-time atomic CSS-in-JS library explained (with diagram)

New column: GLM-5.3-Flash requirements — VRAM by quantization, and the stealth model Ox Alpha revealed

New column: Groupware costs and how to choose one — Cybozu, kintone, Workspace and M365 for small businesses

New column: Grok Bot expands to all SuperGrok and Cursor Pro plans — separate usage pools and nine real Bot jobs

New column: CVE-2026-65105 in NVIDIA NemoClaw's Ollama setup — DNS rebinding and chat-template poisoning

New column: ATS recruiting system costs and how to choose one for a small business

New column: Nursery School ICT Guide — options and cost guidelines from attendance tracking to billing

New column: What is Ox Alpha? — the free 1M-context stealth model that appeared on OpenRouter

Media Mention: Our Column Featured in Levtech Freelance's Recommended Blogs for Engineers

New column: What is OpenLogi? — the local-first, Rust-built alternative to Logi Options+ explained (with diagram)

New column: What is Rust Glancer? — the experimental Rust LSP using 100x less RAM than rust-analyzer, and its trade-offs (with diagram)

New column: What is Cursor Origin? — the four beta features, plan requirements, and how it compares with GitHub (with diagram)

New column: What is oMLX? — the Apple Silicon local LLM inference server, its tiered KV cache and continuous batching explained (with diagram)

New column: Is web accessibility mandatory for small businesses? — what the 2024 law change actually requires, costs, and 10 free fixes (with diagram)

New column: Ornith 1.5 requirements — VRAM and GPU sizing by model size (9B / 35B-A3B / 397B) and its self-improving loop (with diagram)

New column: The MCP roadmap updated 2026-08-22 — DPoP, HTTP over stdio, progressive discovery and the other priority areas (with diagram)

New column: What owned-media blogging really costs — in-house vs. outsourcing, article volume, and where AI fits (with diagram)

New column: What is OpenViking? An open-source context database unifying agent memory, knowledge and skills (with diagram)

New column: Build a web service on the Cloudflare stack — Next.js, D1, Better Auth, Stripe, R2 and Workers (with architecture diagram)

New column: Mobile Device Management (MDM) Cost and Rollout for SMBs

New column: DeepSeek V4 Flash Vision Exp — Multimodal API Explained

New column: Business Chat Cost Guide — Slack vs Teams vs Chatwork

New column: Mojo Goes Fully Open Source Under Apache 2.0

New column: Prime Agent Explained — Prime Intellect's RLM Harness

New column: Unsloth Dynamic 3.0 GGUFs — What Changed vs 2.0

New column: Office Network & Wi-Fi Setup Costs — A 2026 Budget Guide

New column: E-Bookkeeping Law Compliance — A Practical Guide for Smaller Companies

New column: Gemini 3.7 Flash — Pricing, Benchmarks, and the 1M-Token Context

New column: MiniMax-Music3 Requirements: VRAM, Local Setup, and the API Sunset

New column: Claude Code diagram-design Skill: Generate Editorial Diagrams That Don't Look AI-Made

New column: Stripe buys OpenRouter for $7B+ — what it means for developers

New column: E-learning and LMS costs for small businesses

New column: What Zed Delta is — a multiplayer environment for coding with agents

New column: Needle 2, Cactus Compute's 14MB on-device agent LLM

New column: Digitizing manuals and SOPs to end employee dependency

New column: LTX-2.5 requirements — VRAM 16–80GB and 35.9–71.4GB of files

New column: OpenAI Ultrafast mode explained — GPT-5.6 Sol at 750 tok/s on Cerebras

New column: contract pitfalls in subscription website plans — three types and a five-year cost comparison

New column: GLM-5.3 explained — what Z.ai shipped and how it differs from GLM-5.2

New column: payroll and HR system costs — options and price ranges by company size

New column: Qwen3.8-27B system requirements — VRAM needs mapped to the day-one published file sizes

New column: DeepSeek V4 Pro 0813 hits GA — benchmark gains, the August 16 price increase and MIT-licensed Harness v0.1

New column: Student management systems for cram schools and lesson studios — options, costs and a rollout checklist

New column: Local LLM inference engines compared — llama.cpp, Ollama, vLLM, MLX and TensorRT-LLM

New column: Employee offboarding IT checklist — disabling accounts, collecting devices, and cutting SaaS costs

New column: What is Mojo 1.0? Install, GPU support, and how it differs from Python

New column: Cloud PBX migration — cost, number portability, and pitfalls when replacing a business phone system

New column: What is Grok Bot? xAI's always-on AI agent teammates explained

New column: Nemotron 3.5 Lightning and NeMo Switchyard — NVIDIA's new stack for always-on agents

New column: What is Kitesurf? Cloudflare's agent-first browser explained

New column: Domain and web hosting costs and contracts — ownership, renewals, and handover pitfalls

New column: GPT-5.6-Cyber and OpenAI Daybreak — how the Blue and Red access tiers differ

New column: Muse Glimmer 30B hardware requirements — VRAM, GPUs, and Macs for Meta's local agentic model

New column: What is RPA? Automation for small businesses, costs, and where AI fits

New column: What is OpenChamber? The open-source agentic dev environment built on OpenCode

New column: What are Google Chat Spaces? A beginner-friendly guide with diagrams

New column: Reasonix — the DeepSeek-native terminal coding agent explained

New column: AnyDoc & pdf-inspector — Firecrawl's open-source Rust document parsers

New column: Figma MCP Catalog — setup guides for Claude Code, Codex, Cursor, and Devin

New Column: DOE Genesis Open Models Initiative and Genesis-Science-1 Explained

New Column: How Long Software Development Takes — Timelines by Project Size

New Column: Owned Media Blog Costs 2026 — Build and Operating Budget

New Column: Agent Plugins 1.0 — The Open Standard for AI Agent Extensions

New Column: Payload — the Next.js-Native Open-Source CMS, Now Part of Figma

New Column: What BI Tools and Dashboards Actually Cost — A 2026 Guide for Small Businesses

New Column: LFM2.5-2.6B — Liquid AI’s On-Device Agent Model in Under 2.5GB, Explained

New Column: TypeWhisper — Private, Local-First Speech-to-Text for macOS and Windows

New Column: Coder — Self-Hosted Infrastructure for AI Coding Agents, Explained

New Column: Production Management System Cost for Small Manufacturers

New Column: Shieldstral 1.0 3B — VRAM Requirements, Setup, and Moderation

New Column: Core System (ERP) Renewal Cost and Process for SMEs

New Column: LLM CLI 0.32 — Reasoning Traces, Server-Side Tools, New Logs

New Column: Document & Contract Management System Development Costs

New Column: Qwen3.8 Max — 2.4T MoE, 95B Active, Pricing & Open Weights

New Column: Workflow & Approval System Cost Guide 2026 for SMBs

New Column: MiniMax H3 Requirements — VRAM, GPU and File Sizes

Column Update: DeepSeek V4 Requirements — Adding the V4-Flash-0731 Build

New Column: Qwen3.7 Flash — Alibaba's $0.03 Vision Model, and Its Limits

New Column: WASTE Inference Engine — Running Kimi K3 (2.78T) on 29GB of RAM

New Column: Expense Report System Costs — SaaS vs. Custom Development

New Column: K-EXAONE 2.0 750B-A37B — VRAM, Specs, and What Self-Hosting Actually Takes

New Column: What SEO Services Actually Cost — Why Plans Range from ¥50K to ¥500K a Month

New Column: Mathematica 15 — Built-in AI Assistant and LLM Integration, Explained

New Column: Lean 4 — the Theorem Prover Powering 2026's AI Math Breakthroughs

New Column: GPT-5.6 API Price Cut (July 30, 2026) — Luna −80%, Terra −20%, Fast Mode for Sol

New Column: Files Deleted from a Shared Folder — First Response, Recovery Options and Deadlines

New Column: Qwen Scribe — Fully Local Transcription and System-Wide Dictation on Apple Silicon (Qwen3-ASR via MLX)

New Column: Google Workspace vs Microsoft 365 for Small Businesses — Cost Bands, Fit Criteria, and Migration Cost

New Column: Plaud MCP & CLI — Official Tools That Put Your Voice Recordings Inside Claude and ChatGPT

New Column: SPF, DKIM and DMARC for Small Businesses — Stopping Mail Sent in Your Domain’s Name

New Column: MCP 2026-07-28 Spec — Stateless Core, MRTR, and What Breaks in Existing Servers

New Column: OpenAI Codex Security — the Open-Sourced CLI/SDK for AI Vulnerability Scanning, Explained

New Column: Scriptc — Vercel Labs TypeScript-to-Native Compiler

New Column: Account, Password and MFA Management for Small Businesses

New Column: Choosing an E-Signature Service — Costs, Types, and Rollout

New Column: Kimi K3 Open Weights Are Out — What It Takes to Self-Host a 2.8T MoE

New Column: When to Replace Company PCs — Refresh Cycles and Lease vs Buy

New Column: Claude Opus 5 — $5/$25 Unchanged, 1M Context and the New xhigh Effort Level

New Column: How to Audit Your Company's SaaS Subscriptions

New Column: OpenAI Codex 26.715 — ChatGPT Voice and Multi-Folder Projects

New Column: Who Owns the Software You Paid to Build?

New Column: GGUF Quantization — Which Level to Pick for Local LLMs

New Column: How SMBs Should Plan Their IT Budget

New Column: Ollama vs LM Studio — Choosing a Local LLM Runner

Media Mention: Our Column Featured in Freelance Hub's AI Media Roundup

New Column: GPT-5.6 (Sol/Terra/Luna) vs Grok 4.5 — API Pricing and How to Choose

New Series: IT Emergency First Response — Six Symptom-Based Guides for the First 30 Minutes of an IT Crisis

New Column: How to Get Competitive Quotes for System Development

New Column: Gemini 3.6 Flash Explained — Pricing, Benchmarks and What Changed from 3.5

New Column: LongCat-2.0 Requirements — VRAM, GPU and API Pricing for a 1.6T Open MoE Model

New Column: Data Migration Cost and Process — The Most Contested Step in System Replacement

New Column: DeepSeek V4 Requirements — VRAM by Quantization, API Pricing and the July 24 Migration

New Column: IT Asset Management for Small Businesses — PCs, Accounts and Licenses

New Column: NVIDIA Nemotron 3 Requirements — VRAM and GPUs for Nano, Super and Ultra

New Column: Sales Management System Development Cost — SaaS vs Custom

Security Alert: WordPress wp2shell Pre-Auth RCE (CVE-2026-63030) — What to Do Now

New Model Guide: GLM-5.2 Requirements — VRAM by Quantization for Z.ai's 753B Open-Weight MoE

New Column: Workflow / Electronic Approval (Ringi) System Development Costs

Two New Model Guides: Inkling (Thinking Machines, 975B) Requirements Reference and Kimi K3 (Moonshot, 2.8T) Explainer with Local-Run Reality

New Free Tool: LLM VRAM Calculator — Instantly Estimate GPU Memory Requirements for Local LLMs

Two New Cost-Guide Columns + Renewed Digital Signage Service Page with Published Pricing

New Service: IT Advisory & Virtual IT Department (Monthly) — an IT Ally Outside Your Company from ¥30,000/Month

New Pages: Industry Guides (13 Industries) and Pricing at a Glance

Published: 8 New Industry-Specific System Ordering Guides (14 Total under the New Industry-IT Tag)

Published: 6 Articles for Companies without Dedicated IT Staff

Published: 6 Common-Challenge Solution Patterns + a Free Ordering Readiness Check

Published: Profound (tryprofound.com) Deep Dive — the GEO/AEO Platform Measuring Your Brand's Visibility in AI Search, a $1B Unicorn in 18 Months

Published: Generative Engine Optimization (GEO) Complete Guide 2026 — Practical Tactics to Get Cited by ChatGPT, Google AI Overviews, and Perplexity, with 2026 Data and SEO Integration

Published: OpenAI GPT-Red Deep Dive (Announced 2026-07-15) — An Internal Automated Red-Teamer Where AI Attacks AI to Harden It, Cutting GPT-5.6 Sol's Failure Rate on GPT-Red's Direct Prompt Injections to Just 0.05%

Published: OpenAI × Work Louder Codex Micro Deep Dive (Announced 2026-07-15) — OpenAI's First Branded Hardware Is a $230 13-Key Macro Pad with Agent-Status RGB, a Codex-Skill Joystick, and a Reasoning-Level Dial

Site Structure Expanded — New Guides Hub, News Archive, and "How This Site Is Built" Pages

New Column: Microsoft Clarity — Free Heatmaps and AI-Powered Analysis (Copilot) to Visualize Where Visitors Drop Off

6 New Articles on Regional Revitalization × IT — Remote Ordering, Local Vendor Closures, Remote Maintenance, and Municipal DX Subsidies

6 New IT Ordering Guides for Tokyo's Six Wards — Shinagawa, Minato, Shibuya, Setagaya, Meguro, and Ota

Published: PrismML Bonsai 27B Deep Dive (Announced 2026-07-14) — Post-Hoc Ternary (1.71 Effective Bits, 5.9GB, 94.6% Retention) and 1-Bit (1.125 Bits, 3.9GB, 89.5%) Builds of Qwen3.6-27B, the First 27B-Class Model to Practically Run on an iPhone, Avoiding the Selective Collapse of Prior 2-Bit Methods While Keeping Math at 93.4, 163 tok/s on RTX 5090 and ~11 tok/s on iPhone 17 Pro, Apache 2.0 Open Weights

New Service: Cloud Build & Maintenance — Vendor-Neutral across Azure, AWS, Google Cloud & Cloudflare

New Page: Cloud Guides — Azure, AWS, Google Cloud & Cloudflare at a Glance

Published: 20 Articles on Cloud Migration & Operations

Published: DeepWiki (deepwiki.com) Deep Dive — Cognition Labs' (the Devin Team) AI Documentation Tool That Turns Any GitHub Repo Into an Interactive Wiki Just by Replacing github.com With deepwiki.com in the URL, With 50,000+ Top OSS Repos Pre-Indexed, Architecture Diagrams + File-Linked Summaries + Natural-Language Chat Cutting New-Contributor Onboarding From Days to Hours, an Official MCP Server for Cursor / Claude Code / Claude Desktop, and Private-Repo Support via Devin Integration

New Series: 6 Web Production Cost Guides — Websites, Renewals, EC, Landing Pages, Recruiting, and Multilingual Sites

New Free Tool: Maintenance Risk Check — Rate Your Site's Maintenance Risk in 8 Questions

New Column Series: 10 Articles on Maintenance & Operations — from Cost Benchmarks to Unreachable-Vendor Rescue

Published: Cerebras Inference Runs Multimodal Gemma 4 31B Deep Dive (Announced 2026-06-29) — 1,851 Tokens/Second (35× a Typical GPU Endpoint), Cerebras's First Multimodal Model, the First Google DeepMind Model on the Platform, Apache 2.0 Open Weights, Intelligence Index 29 (Comparable to Claude Haiku 4.5) at 18× the Speed, Unlocking Computer Use / Image-Driven Agents / UI Debugging / Dashboard Analysis at Wafer-Scale

New Series: 10 Cost Guides by System Type — from Booking and Inventory to Membership and Matching Sites

New Column Series: 10 Articles on Defensive Management — Ransomware, Breach Response, e-Bookkeeping Law, and the Freelance Protection Act

Free Tools Launched — a Workflow Health Check and a Development Cost Simulator

New Column Series: 12 Articles on AI for SMB Management — Costs, Adoption, Use Cases by Department, and Internal Rules

New Column Series: 20-Article Guide to Ordering System Development — Cost Benchmarks, Reading Quotes, Choosing a Vendor, and Avoiding Failure

Published: Matt Pocock's grill-me Agent Skill Deep Dive — a 3-Line Instruction That Has AI Coding Agents Ask 18–24 Sequential Questions Until Full Alignment, Eliminating the Plan → Build → Re-Plan Loop; Best With Opus 4.6 / Sonnet at Medium Effort; a Read-Through of the ryonakae Zenn Article Framing the Peak of HITL Assistant Design

Published: Command Code Deep Dive — the taste-1 Model That Continuously Learns From Developer Accept / Reject / Edit Behavior, Supporting 15+ LLM Providers (Anthropic / OpenAI / Google / DeepSeek / Qwen / MiniMax), With a Free Tier for Individuals and Pro at $1/Month + $10 Free Credits, Claiming "Code 10× Faster, Reviews 2× Quicker, 5× Fewer Bugs"

Published: Mosaic (mosaic.inc) Deep Dive — Run Many Claude Code / Codex / OpenCode Sessions in Parallel From One Desktop, Plus SHARED CONTROL for Multiple People Live-Editing One Claude Code Session, With Git-Worktree-Isolated Workspaces That Never Collide Across 5-10 Agents — Competing With Conductor / Superset / Herdr / Claudy in the Late-2026 Parallel-Agent Ops Stack

Published: OpenAI ChatGPT Work Deep Dive (Announced 2026-07-09) — a GPT-5.6-Powered Workplace AI Agent That Spans Slack / Microsoft Teams / Google Drive / SharePoint / Email / Calendars / CRMs for Hours of Autonomy, With @-Mention Bindings and HITL Approvals, Rolling Out to Pro / Enterprise / Edu First — the Workplace-Agent Duopoly With Claude Cowork Begins

Published: Hunk Deep Dive — A Terminal Diff Viewer Purpose-Built for Code Review and AI-Agent Integration, With hunk diff / hunk show CLIs, Inline AI Annotations, Multi-File Sidebar, Adaptive Layout, Watch Mode, and Graphite / Midnight / Ember / Zenburn / Catppuccin Themes, MIT-Licensed With npm / Homebrew / Nix Distribution

Published: Herdr Deep Dive — The "tmux for AI Agents": Run Multiple Coding Agents (Claude Code / OpenCode / Codex, etc.) From One Terminal With Persistent SSH Sessions, a Mobile-Friendly UI, a Control API, and a Rust Binary — Used by Engineers at JetBrains / Docker / Vercel / Google / NVIDIA / AWS

New Column Series: 26 Articles on Regional Revitalization & SMB DX — Labor Shortage Solutions, Industry Guides, and Support Programs Across 6 Tokyo Wards

New Service Added: Hermes Agent / Hermes Desktop Deployment & Setup — One-Stop Onboarding for Nous Portal With 300+ Frontier Models and the Tool Gateway, With 14 Days of Intensive Post-Deployment Support

Published: Nous Portal Deep Dive — One OAuth Login for 300+ Frontier Models (Claude / GPT / Gemini / DeepSeek / Qwen / Kimi / GLM / MiniMax / Grok) Plus a Tool Gateway (Web Search, Image Generation, TTS, Browser Automation), the Official Backend for Hermes Agent; Free $0 / Plus $20 With $22 in Rollover-Enabled Credits — the AI-Layer Multi-Vendor Gateway

Published: React Native ExecuTorch useLLM Hook Deep Dive — From Software Mansion, Running Qwen / Llama 3.2 / Hammer 2.1 / Phi 4 Mini / SmolLM 2 / LFM2.5 (vision) / Gemma 4 (vision + audio) On-Device in React Native With Tool Calling, Multimodality, Zod-Backed Structured Output, and Token Batching for Native iOS / Android Integration

Published: Crit.md Deep Dive — A Local-First Review Tool That Gives AI-Coding-Agent Output a Pull-Request Review Experience, With First-Class Plugins for Claude Code / Cursor / GitHub Copilot / Codex / OpenCode / Gemini / Qwen, Four Review Modes in One UI, Persistent Per-Line Comments Across Iteration Rounds, and a File-Based Protocol With No Vendor API or Lock-In

Published: Claude Cowork Expands to Web and Mobile (2026-07-07) — Start Tasks at Your Desk, Check Progress on Mobile, Finish Anywhere; Background Processing + Mobile Human-in-the-Loop Notifications Make the Agent Fully Multi-Device

Published: Claude Fable 5 Promotional Access Deep Dive (2026-07-01 to 07-12) — Included at No Extra Cost on Pro / Max / Team / Enterprise Premium, Up to 50% of Weekly Subscription Limits Free, Available on Web / Mobile / Desktop / Cowork / Code / Design / MS 365 / Teams

Published: Gemma 4 Technical Report Deep Dive (arXiv:2607.02770, published 2026-07-02) — Google DeepMind's 2.3B / 12B / 31B Open-Weight Natively Multimodal LLMs, the 12B's Encoder-Free Unified Design (Vision and Audio Processed Directly Without Separate Encoders), Built-In Reasoning (Thinking) Mode, Both Dense and MoE Variants, and a 300+ Author Project

iOS & Android App Development service now available — native (Swift/Kotlin) and Flutter, MVP pack from ¥1,500,000

AI Implementation Consulting for SMBs — assessment from ¥198,000, end-to-end support from analysis to PoC, training, and adoption

Published: "Stop Overcomplicating Your Stack, Just Deploy Everything to Cloudflare" — Fact-Checking @ibocodes' Viral $5/Month Post Against Official Pricing, and Whether the Eight Services (Workers + D1 + Better Auth + KV + R2 + Queues + Hyperdrive + Email Routing + WAF/DDoS) Really Cover a Solo SaaS for $10/Month

Published: Qwen3.6-35B-A3B Uncensored / Abliterated Deep Dive — 35B MoE / 3B Active / 262K Context / Hybrid Attention / Text + Image + Video, the LoRA + EGA + MoE Router Suppression Technique Behind Community Uncensored Variants, and the Legal / Ethical Landscape

Published: TanStack Router + Tailwind CSS + Vite Deep Dive — Type-Safe File-Based Routing, Zod Search Params, Route Loaders, and TanStack Start v1 Stable in 2026

Published: Flue Framework Deep Dive — Astro Team Ships 1.0 Beta the Week of June 17, 2026; TypeScript AI Agent Framework with Deep Cloudflare Agents SDK / Durable Objects Integration, Pi Harness + 25+ Channels (Slack / GitHub / Linear / Discord / Notion / Stripe / Shopify) and React Hooks

Published: Cloudflare Durable Objects Deep Dive — Stateful Serverless in 2026 with Zero-Latency SQLite, Workers Free-Tier Access, and Storage Billing Live Since January 7, 2026

New Service: Hina — Excel & Spreadsheet Build-For-You Service. Invoice-compliant billing sheets and custom business spreadsheets, no real data required, delivered as fast as the next business day (Japanese)

Published: Claude Fable 5 Returns July 1, 2026 After a 19-Day Shutdown — Commerce Department Lifts Export Controls, Cursor Live at 7:48 PM PT, Devin Fusion + Fable 5 Restarts the 41% Cost-Reduction Pattern

Published: Claude Sonnet 5 Deep Dive — Anthropic's June 30, 2026 Release Hits 92.4% on SWE-Bench Verified (+12pt Over Opus 4.6), 88.3% on OSWorld-Verified (Beats Human Experts), 1M Context, Introductory $2/$10 Through Aug 31

Published: What Is Cursor for iOS? A Deep Dive on Anysphere's iPhone/iPad Coding-Agent App (Composer 2.5, iOS 26+, Public Beta from June 29, 2026)

[PR] Published Affiliate Column: ¥20,000 OFF on Horiemon AI School Individual Plan / 1-Day Camp (Advertisement) (Note: the referral discount ended on July 27, 2026)

Published: What Is Apple Container? A Deep Dive on Apple's Official Swift OSS for Running Linux Containers on macOS 26

Published: What Is Open GENAI? Japan's Digital Agency Open-Sources Its Government AI Platform — Plus hirokawaguchi/open-genai for Full Local Deployment (Keycloak / Ollama / Qdrant / Stable Diffusion / faster-whisper)

Published: What Is Grok Build? A Deep Dive on xAI's Official CLI Coding Agent

Published: What Is agmsg? A Deep Dive on the Cross-Vendor CLI AI Agent Messaging OSS

Published: Ornith-1.0 Deep Dive — DeepReinforce's June 26, 2026 MIT Open-Weights Family for Agentic Coding Three Sizes (9B Dense / 35B MoE / 397B MoE), All at 262K Context, Built on Qwen 3.5 + Gemma 4 SWE-Bench Verified 82.4% (397B) / 75.6% (35B) / 69.4% (9B) — Vendor-Reported SOTA at Each OSS Size Tier Reinforcement Learning Optimizes Both Solution Rollouts and the Scaffolding That Drives Them — A Self-Improving Design OpenHands / Hermes Agent / OpenClaw Compatible, ClawEval 77.1% — Directly Relevant to Oflight's OpenClaw Service Users

Published: Local LLM June 2026 Update — Two Months After Our April Landscape: GLM-5.2 Leads Open Weights at Intelligence Index v4.1 51, MiniMax M3 Ships 1M Context + SWE-Bench Pro 59%, NVIDIA Nemotron 3 Ultra 550B, Blackwell Native MXFP4 Pushes RTX 5090 Into the 30-70B Practical Zone, Japan's SI Market Matures (Intec ¥5M+, Ricoh Won the Nikkei Grand Prize, PFN PLaMo Selected for the Digital Agency 'Gennai' Platform), EU AI Act Enforcement Starts August 2, 2026 — Closes With Three Direct Inquiry Funnels for Evaluation, Build, and Maintenance

Published: Sakana Fugu Deep Dive — The June 22, 2026 'LLM Trained to Call Other LLMs', Dynamic Orchestration of GPT-5.5 / Claude Opus 4.8 / Gemini 3.1 Pro, Powered by ICLR 2026 TRINITY / Conductor, SWE-Bench Pro 73.7, Subscriptions $20 / $100 / $200, EU/EEA Excluded Pending GDPR

Published: PLaMo 3.0 Prime Deep Dive — Preferred Networks' Flagship Japanese LLM Officially Released June 22, 2026, 256K Context, Dual Reasoning Variants, ¥60 / ¥250 per 1M Tokens, Selected for the Digital Agency's 'Gennai' Platform

Published: Loop Engineering Deep Dive — June 2026's Successor to Prompt / Context / Harness Engineering, Named by Addy Osmani and Endorsed by Anthropic's Boris Cherny ('I don't prompt Claude anymore — I write loops')

[Update 2026-06-16: Paused] Anthropic Reverses the June 15 Claude Agent SDK Credit Split on Enforcement Day — Official Help Center Notice Returns Behavior to Subscription Usage Limits, Previously Announced $20 / $100 / $200 Monthly Credits Halted

Published: Kimi K2.7-Code Deep Dive — Moonshot AI's 1T MoE Open Weights at 1/18 of Opus 4.8 Output Price, With Two Critical Caveats for Japanese Enterprises

Claude Fable 5 and Mythos 5 Suspended Under US Export Control Directive — Forced Recall Just 3 Days After Launch

Sakana AI Marlin Deep Dive — Japan's 'Virtual CSO' Ultra Deep Research Agent Explained

Published: DiffusionGemma Deep Dive — Google DeepMind's Open-Weight Text-Diffusion LLM, Up to 4× Faster Than AR, Apache 2.0, With Honest Quality-Trade-Off Disclosure

Published: Nix vs mise — Pure-Functional Reproducible Builds vs Rust-Native Single-Binary Runtime Management, with When to Use Each and When to Combine Them

Published: cmux (by Manaflow) — The macOS-Native AI Agent Terminal With Vertical Tabs and Notification Rings for Running Claude Code, Codex, and More in Parallel

Published: Claude Fable 5 / Claude Mythos 5 Deep Dive — Anthropic's New "Mythos-Class" Top Tier With Auto-Fallback to Opus 4.8

Published: Obsidian 2026 Complete Guide — Bases, 4,350+ Plugins, Smart Connections + Ollama Local AI, and PARA Setup

Published: Google NotebookLM Better Research Deep Dive — June 8, 2026 Update With Gemini 3.5 × Antigravity, Agentic Research, and Multi-Format Output

Published: Apple AFM Core Advanced Deep Dive — WWDC 2026's 20B Sparse MoE On-Device Model With Apple's IFP Architecture on A19 Pro / 12GB RAM

Published: Cognition AI's FrontierCode Benchmark — The New AI Coding Benchmark Measuring Mergeability, With Claude Opus 4.8 Leading Diamond at 13.4%

Published: Liquid AI's Japanese-Specialized Models — LFM2.5-1.2B-JP-202606 and LFM2.5-Audio-1.5B-JP from the MIT CSAIL Spinoff

Published: Web Dark Patterns 2026 Deep Dive — 16 Categories, AI-Era Variants, EU/US/Japan Regulation, and a 40+ Item Self-Audit Checklist

Published: Complete Guide to Hermes Agent & Hermes Desktop Skills and Tools — 19,932 Skill Catalog, 40+ Built-in Tools, Eight Use-Case Patterns

Published: Gemma 4 12B Deep Dive — The Encoder-Free Multimodal LLM That Runs on a 16GB Laptop Under Apache 2.0

Published: OpenAI Codex Sites Deep Dive — From Code-Generation AI to a One-Stop "URL-Included" Development Environment (June 2, 2026)

Published: Microsoft × OpenClaw (OSS) and Microsoft Scout — Build 2026 Brings Entra-Identified Autonomous Agents to Enterprise [Note: Unrelated to Our Own OpenClaw Service]

Published: Hermes Desktop (Nous Research) — The Native Desktop App for Hermes Agent, From Jensen Huang's GTC Keynote Debut to Public Preview

Published: Windsurf × Devin (Cognition AI) Integration Deep Dive — The 72-Hour Reshuffle and the Windsurf 2.0 Vertical Stack

Published: OpenAI Codex Computer Use Comes to Windows — May 29, 2026 Rollout, Japan In Scope, EEA / UK / Switzerland Excluded at Launch

Published: Gemma 4 Benchmark Showdown — vs Llama 4 / Qwen 3.5 / Mistral / DeepSeek on Quality, Speed, and Cost-Efficiency

Updated: Gemma 4 System Requirements Column — Added "RAM vs VRAM" Section Covering NVIDIA / Apple Silicon / CPU Environments

Published: Argent (Software Mansion) Meets Gemma 4 — Reading the On-Device AI Agent + iOS Simulator Trend from Primary Sources

Published: Cursor Automations Land in the Agents Window + 7-Day 50% Off — Production Phase for the March 2026 Feature

Published: Google Search Is Prioritizing AI Answers Over Human Articles — Independent-Publisher Traffic Impact

Published: Google Antigravity 2.0 Deep Dive — From IDE to Agent Platform, Gemini CLI Sunset, the $200 Ultra Tier, and the Developer Backlash

Published: Gemini 3.5 Flash and Gemini Omni — Google I/O 2026's Pro-Class Flash and Unified Multimodal Strategy

Published: Google Search at I/O 2026 — AI Mode × AI Overviews Merger, Information Agents, and Universal Commerce Protocol

Published: Gemini Spark + Project Genie — Google's 24/7 Personal AI Agent Strategy from I/O 2026

Published: Android XR Intelligent Eyewear + Samsung Galaxy XR — What the Warby Parker / Gentle Monster Tie-up Actually Means

Published: Googlebook Explained — The Chromebook Successor Announced at Google I/O 2026

Published: Gemma 4 + Google AI Studio Major Update — Apache 2.0 Open Weights, 256K Context, and One-Click Cloud Run from Kotlin Vibe Coding

Published: Hermes Agent Now Connects to X Premium / Grok Subscriptions and Adds an `x_search` Tool

New AI & Programming Glossary — 260 terms at launch, each linked to in-depth columns as a navigation hub

Published: Decoding Google's Official AI Optimization Guide — llms.txt, AI-Only Schema, and Content Chunking Officially Disavowed

Published: Forward Deployed Engineer (FDE) Guide — From Palantir's Original Playbook to the 2026 AI Frontier

Published: Claude Code Agent View Deep Dive — The May 2026 Dashboard for Parallel AI Coding Agents

Published: Six Godot Engine Columns — Complete Guide, 4.5/4.6 Updates, Unity/Unreal Comparison, GDScript vs C#, Business/Education/Web Use, and the New Asset Store Beta

Published: Elixir 2026 Guide — The BEAM-Powered Language Newly Relevant for Real-Time Apps and AI Agent Orchestration

Published: OpenAI Symphony — The Open-Source Spec That Turns Linear Tickets Into Codex Agent Workspaces and PRs

Published: OpenAI GPT-Realtime-2 and the Three New Voice Models — Reasoning Voice Agents, Live Translation, and Streaming Whisper

Published Aqua Voice 2026 Guide — Does the Audio+LLM Fusion Dictation App Really Deliver "4× Typing Speed"?

Published: NVIDIA DGX Spark — Two-Stage Workflow for Confidential Code Migrations

Published Turso Complete Guide — How to Use the libSQL-Based Edge SQLite in Production

Published How-To: Building a Reservation Management System with Framer / Webflow / Wix / Lovable / ideavo.ai / Bolt

Published a 2026 Comparison of Framer / Webflow / Wix AI / Lovable / ideavo.ai / Bolt — Pros, Cons, and Sustainability Score

Published Explainer on Linux Kernel "Copy Fail" (CVE-2026-31431) — LPE Affecting Nearly Every Distro Since 2017 and Practical Mitigations

Published Explainer on Meta Ads AI Connectors — Run Meta Campaigns Directly From ChatGPT, Claude, and Other MCP Agents

We Now Take Roblox Development Engagements — Our Educational World "Climb! Learning Tower" Is Live + New Landing Page

Published Explainer on OpenAI gpt-realtime-1.5 and the Official realtime-voice-component — Practitioner's View on the New Voice-Agent Stack

Published the Hono + Inertia + React 5-Part Series — A Practical, Implementable Full-Stack Alternative to Next.js and Remix

Published Three.js Complete Guide 2026 — Where Web 3D Stands After WebGPU, TSL, and React Three Fiber

Late-April 2026 AI Industry Roundup + 8 Individual Deep-Dive Columns (OpenClaw 4.23 / Claude Opus 4.7 / Kimi K2.6 / Gemini Deep Research / Qwen 3.6-27B / GPT-5.5 / DeepSeek V4 / Government AI Genai)

Gemma 4 Hardware Requirements Refreshed for CTR + Qwen 3.5-9B Migration Guide Updated to Q2 2026

Published: Why DocDD (Document-Driven Development) Matters More in the Vibe Coding Era

Launched New Service 'AI BPO — End-to-End Business Process Outsourcing' + 3 Related Columns

Published Kimi K2.6 Complete Guide — 13-Hour Long-Horizon Coding, 300 Parallel Agents & HLE 54.0 Open-Source SOTA

Published Internal AI Deployment Complete Guide — Notion AI vs NotebookLM Comparison & Strategy

Published DALI Lighting Control System Beginner's Guide — Simple Introduction to the Lighting Protocol

Published 5 Claude Design Feature Columns — Accelerating Website Renewal with AI Design Tools

Published Capacitor Complete Guide — Port Your Web App to iOS & Android Without Rewriting [by Oflight Inc.]

Published xAI Grok Audio APIs Complete Guide — TTS ($4.20/M chars) + STT ($0.10/hour) Undercutting Competitors by 60%

Published Gemma 4 Complete Requirements Reference — VRAM, RAM & GPU Quick-Lookup Tables for All Variants

Published Claude Opus 4.7 Complete Guide — SWE-bench 87.6%, Vision 98.5% & New xhigh Effort Mode

Published OpenAI Codex 'For (Almost) Everything' Update Complete Guide — AI Takes Over Your Mac

Published TestEZ Complete Setup Guide — Adding Unit Testing to Your Roblox/Luau Project

Published 6 Roblox & Luau Programming Columns: Platform Guide, Luau Basics, Type System, Scripting, OOP & Developer Toolchain

Published NousResearch Hermes Complete Guide — Hermes 4.3 36B, Function Calling & Hermes Agent

Published Qwen 3.5 27B/35B-A3B + DFlash Guide, Updated Qwen 3.6 Plus Article with Local Model Strategy

Published Qwen 3.6 Plus Complete Guide — 1M Context & Agentic Coding Surpassing Claude Opus

Published 5 Latest Local LLM Columns: GLM-5.1, Kimi K2.5, Mistral Small 4, MiniMax M2.5 & Top 10 Model Comparison

OpenAI Codex Pro Plan Deep Dive — New $100 Tier vs $200 Pro Compared [April 2026 Update]

Published 5 Hono Feature Columns: Beginner's Guide, Cloudflare Workers, RPC Type Safety, Framework Comparison & Zod/OpenAPI/JWT Implementation

Published 5 AWS S3 Feature Columns: S3 Files, S3 Vectors, S3 Tables, Express One Zone & Object Storage Comparison

SEO Improvements Based on GSC Analysis — OpenClaw Mac Mini Content Refresh, Gemma 4 English SEO Optimization, New Gemma 4 E4B Edge Deployment Guide

Published 5 Linear Feature Columns: Beginner's Guide, Workflow, Tool Comparison, AI Features, Pricing Analysis

Published 5 OpenAI Codex Columns: Beginner's Guide, Workflow Visual Guide, 4-Tool Comparison, AGENTS.md Config, Pricing & ROI

SEO Improvements Based on GSC Analysis — 4 Article Title Optimizations + New OpenClaw Wiki Reference

Published NVIDIA PersonaPlex 7B Complete Guide — Real-Time Full-Duplex Voice AI Architecture & Use Cases

Published Vercel Agent Browser Complete Guide — AI Agent Browser Automation CLI Setup & Usage

Published 5 Columns on Anthropic Claude Subscription Changes & Alternative AI Strategies: Policy Guide, Local LLM Comparison, Migration, Cost Optimization, Hybrid AI

Published 5 Gemma 4 + Ollama Columns: Beginner's Guide, Hardware, Model Comparison, Enterprise, SMB Guide

Published Complete Guide to Building Websites with Vercel and Next.js 16

Published 5 Cloudflare EmDash Columns: CMS Overview, Security, AI Integration, WordPress Migration, SMB Web Strategy

Published Column: SMB AI Business Automation Guide 2026 | Implementation Steps, Costs, and ROI

Published 5 Claude Cowork Columns: Beginner Guide, Document Automation, Projects, Enterprise Deployment, SME Use Cases

Published 5 AI/IT Columns: Claude Code Channels, DX Success Analysis, Claude Partner Network, Takumiwakai, M365×Claude

Published Column: Complete Guide to Digital AI Subsidy 2026

5 New Columns Published: March 2026 AI/IT News Special Feature

5 New Columns Published: NVIDIA NemoClaw Special Feature

5 New Columns Published: Rakuten AI 3.0 Special Feature

Published 5 Columns on Ollama × OpenClaw — Local AI Agent Development

Published 5 Columns on Qwen3.5-9B × OpenClaw — Local AI Agent Platform

Published 5 Columns on Claude Code — The AI-Powered Agentic Coding Tool

Published 5 Columns on LLMO (Large Language Model Optimization)

Published Column: Complete i18n Guide for Web Internationalization in 2026

Published Column: Intent-Driven Development — The New Software Engineering Paradigm of 2026

Published Column: Agentic AI — The Top Enterprise Technology Trend of 2026

Published 5 Introductory Columns on GTM Engineers (Go-To-Market Engineers)

Published 10 Framework Comparison Columns: Flutter vs React Native vs Capacitor vs Tauri v2

Published 10 Columns on Tauri v2 Cross-Platform Development

Published 10 Columns on Capacitor Mobile App Development

Published 10 Columns on React Native Mobile App Development

Published 10 Columns on Flutter Mobile App Development

Published 10 Columns on Electron Desktop App Development

Published 10 New Columns on Qwen3.5-9B Small Language Model

Published 5 New Columns on 2026 Technology Trends

Published 5 New Columns on Remote Work, VPN & SSL Security

Published 5 New Columns on Mobile App Development

Published 5 New OpenClaw Advanced Columns: MCP, RAG, LINE/Slack, Prompts & Comparison

Published Column: Small Language Models (SLMs) Business Guide for 2026

Published 6 New Columns: VPN Setup, System Modernization, App Development Pricing & SEO Design

Published: 5-Part OpenClaw Column Series

Published Column: AI Agents for Business Automation in 2026

Published Column: Generative AI Business Application Guide

Area Link Development Discount Campaign Now Available