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      • Separating post-processing with Dagster and NATS JetStream
      • Moving PostgreSQL to always-on storage
      • Adding MLflow and MinIO to Dagster
      • Vector migration and configuration for a three-host homelab
      • PostgreSQL 18 and pgvector on rootless Quadlet
      • Planning an EPYC 9175F workstation
      • Placing data on NVMe/SATA and moving management UIs
      • QuteBrowser settings for keyboard-based monitoring
      • CRS304 VLANs and Linux egress control
      • Saving RouterOS counters during Syslog downtime
      • Podman and Quadlet: UIDs and DNS
      • Monitoring with Prometheus, Loki, and Quadlet
      • smartctl-exporter and rootful / rootless operating rules
      • A local development platform with EPYC and Podman
      • Quadlet operations on minimal Ubuntu
      • ELT memory allocation on one EPYC server
      • Backup and restore design for rootless Podman
      • A Compose stack for vLLM, llama.cpp, and a proxy
      • Moving Hugging Face models between cold and hot storage
      • Moving an OpenAI-compatible proxy from Rust to Go
      • An AI pipeline with Go, NATS and Dagster
      • familiar: a local LLM development platform and its observation tools
      • Moving llm-jp translation to on-demand batches
      • Task splitting and output_file in familiar
      • A Gemma 4 stack on two Blackwell GPUs
      • RAG and event processing in agent-gateway
      • agent-gateway v3: domain separation and MLflow integration
      • Embedding and rerank APIs with Rust and ONNX
      • Designing a WordPress-like Django blog
      • Generating a Django booking site with Qwen3.5
      • Jev-Omni multimodal decisions and comparison with Clef
      • Running DeepSeek Harness locally
      • DeepSeek V4 Flash 0731: vLLM measurements and CPU KV offload
      • Comparing GLM-5.2 GGUF quantization, MTP, and expert placement
      • DeepSeek-V4-Flash on two DwarfStar4 nodes
      • Local parallel-agent development with Step-3.7-Flash
      • Comparing vLLM and SGLang for Gemma 4 31B
      • MiMo V2.5 Pro on one and two GPUs
      • DeepSeek V4 Flash Q2 on DwarfStar 4
      • Qwen3.6-27B NVFP4, MTP, and LoRA measurements
      • Local DeepSeek-V4-Flash inference with llama.cpp and dual Blackwell GPUs
      • Qwen3.6-27B inference and role-specific LoRA plans
      • Kimi-K2.6 CPU / GPU placement and code generation
      • NVFP4 translation and three-style Japanese data
      • GLM-5.1 expert placement and hybrid inference
      • Django implementation and inference speed with Qwen3.5-397B-A17B
      • MiniMax-M2.7 speed and noncommercial limits
      • GLM-5.1 expert placement and generation speed
      • Managing conversation branches and evaluation data in Dagster
      • Generating a six-page dental clinic site with Qwen3.5
      • A CPU/GPU role plan for local LLMs
      • Bilingual system prompts for PLAMO
      • Designing 36 LTX-2 scenes and clip continuity
      • Hermes-4.3-36B in BF16, FP8 and nvfp4
      • IQuest-Coder-40B on CPU, GPU and Aider
      • Command A Reasoning in an Aider test-generation loop
      • A coding-assistance proposal with Serena MCP and Obsidian
      • Review checks with GLM-4.7-Flash Uncensored
      • IQuest-Coder Loop-Instruct generation speed in aider
      • MCP execution hosts and VSCode Remote SSH
      • Kimi-K2.5 on EPYC 9175F and a revised L3 cache hypothesis
      • MiniMax-2.5 Expert Offload and website generation
      • Qwen3.5-397B hybrid inference and CMS generation
      • Llama-4-Scout CPU / GPU throughput and caching
      • Kimi-K2.5 CPU inference and prompt cache
      • Llama 4 Maverick Q4 and Q8 CPU comparison
      • Three configurations for Qwen3-Coder-Next 80B
      • GLM-4.7-Flash on CPU, hybrid and GPU
      • DeepSeek-V3.2 throughput and cache mismatches
      • Static-site and Django CMS generation with Qwen3.5-397B
      • shelpa path restrictions, audit mirrors, and retirement
      • shelpa-mcp virtual pipelines and CWD management
      • Integrating voracle research into development
      • Nine Rust MCP servers in the homelab
      • From shelpa to filesystem: file operations and recovery
      • Obsidian search and LLM conversation import with voracle
      • Comparing accuracy after changing pathfinder MCP responses
      • Why aichat function calling hung with a symlinked tools directory
      • Path resolution and MCP checks in pathfinder
      • AST analysis and MCP integration in ctree
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      IT Introduction Support Provider selection for FY2022

      loFT LLC was selected as an IT Introduction Support Provider under the FY2022 IT Subsidy Program.

      loFT LLC was selected as an IT Introduction Support Provider for the FY2022 IT Introduction Subsidy Program, administered by the Ministry of Economy, Trade and Industry (METI).

      Acceptance Notice SIT03-0012430 (PDF, Japanese)

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