Local LLMs have improved sharply, with Simon P. Couch, senior software engineer at Posit, reporting that the April Qwen 3.5 and Gemma 4 releases each scored 90% on his agentic coding eval, up from 0% …
An analysis of 2,218 instrumented production calls over 30 days found that phi4:14b delivered only 25.3 tokens per second to callers versus its 124.7 tok/s Ollama-reported decode speed, losing 79.7% o…
LM-Kit released LM-Kit One, a self-hosted AI server that bundles models, agents, search, and document intelligence into a single product with signed packages now available for Windows, Linux, and macO…
Ollama is suitable for scoped, private coding work when users pull a recent tool-calling model that fits their memory and raise its context window, but it does not yet replace Claude or GPT on long ag…
Aider, an open-source AI pair programmer that runs in the terminal and git-commits every change it makes, is installed with two commands — `python -m pip install aider-install` followed by `aider-inst…
A developer documented building a fully offline conversational chatbot named Daisy using Ollama, LangChain, and Streamlit on a CPU-only laptop with 16GB of RAM and no dedicated GPU. The project runs M…
A developer built LogSentinel, a self-hosted AI-powered log forensics workbench that treats log files as hostile input to defend against prompt injection attacks embedded in log content. The tool sani…
A developer published notes on migrating 35KB of preprompts from Anthropic's Opus model to a self-hosted Ollama setup, arguing that running inference on frontier providers' hardware exposes users' ses…
A developer released Otis, an open-source AI agent that runs local and hosted open-weight models with a privacy-focused design. On setup, Otis recommends a local model based on the host hardware, down…
A technical comparison examines the tradeoffs between Ollama and llama.cpp for local LLM inference, framing the choice as one between a managed model service and a toolkit operated directly. The guide…
OpenCode, the MIT-licensed terminal coding agent built by SST (Anomaly Innovations), reached 195,000 GitHub stars and 16 million monthly users by September 2026 after Anthropic invalidated the OAuth t…
A developer found that Ollama 0.34.0's OpenAI-compatible Responses API silently ignores the previous_response_id parameter, returning HTTP 200 with status "completed" while the model never sees prior …
A developer documented a workflow for running a Debian 13 Linux VM under Apple's container CLI on Apple silicon while offloading LLM inference to a local Gemma 4 model via Ollama on the Mac's Metal GP…
Ollama 0.14.0, released in January 2026, added the Anthropic Messages endpoint /v1/messages, letting Claude Code run on local Ollama models via three environment variables (ANTHROPIC_BASE_URL=http://l…
Matt Pocock published a dictionary of AI coding terminology with 69 entries, hosted on GitHub at mattpocock/dictionary-of-ai-coding. The glossary organizes terms into sections including "The Model" (1…
A developer documented that MuleSoft's Inference Connector fails with a connection-refused error when pointed at a local Ollama instance via http://localhost:11434/v1, and that switching the openAICom…
The MCP server io.github.Lykhoyda/ask-llm reached version 0.9.3, published to the official MCP registry on 2026-09-13 and distributed as @ask-llm/mcp on npm, according to the mcpindex registry listing…
Ollama installs and runs open AI models locally for free under the MIT license, serving an API on localhost:11434 that editors and agents can query, according to the tool's own README verified on 12 A…
A proposed test protocol reviewed September 14, 2026 advises users to verify whether local AI tools are truly offline by tracing a complete task from input to saved result, since local inference does …
The open-source project local-deep-research reported approximately 95% on SimpleQA (n=500) and 77% on xbench-DeepSearch (n=100), which it says makes it the first fully-local open-source project to hit…