Google's Open Knowledge Format (OKF) standard enables LLMs to work with a wiki in a git repo without RAG, but the author argues that as knowledge accumulates, it rots due to LLM-generated content and …
AI-MEMORY 2.0, an open-source long-term memory server for coding agents, was released on September 2, 2026, by developer Fabio Akita, introducing the Open Knowledge Format (OKF) as its native on-disk …
Developer Sachin Goyal built an auditable AI chatbot using the Open Knowledge Format (OKF) as a governed knowledge layer, combined with a multi-agent workflow that routes questions through an approved…
Neo4j AI Research Engineer Michael Hunger argues that Andrej Karpathy's LLM-maintained wiki recipe, which gained viral attention and inspired Google Cloud's Open Knowledge Format (OKF) in June 2026, c…
Kiso, an open-source publishing engine for Open Knowledge Format (OKF), now supports MCP servers, enabling AI agents to integrate with published knowledge bases, according to its GitHub repository. Th…
Kiso, an open-source publishing engine for the Open Knowledge Format (OKF), now includes an MCP server in its latest release, enabling companies to publish a single knowledge base that serves both hum…
A developer has released okf-guard, a Python library designed to detect hidden content and prompt injection attempts in documents before they are ingested into AI knowledge pipelines, particularly tar…
Google Cloud announced that OKF v0.2 bundles can now be published into Knowledge Catalog, Google Cloud's context engine for agents, enabling organization-wide discovery, governance, and secure access.…
Google Cloud's Data Cloud team published the Open Knowledge Format (OKF) v0.1, a file-system-based standard for packaging organizational knowledge into portable, interlinked concept files, aiming to a…
Google Cloud released the Open Knowledge Format (OKF), a specification for writing knowledge as plain markdown files with YAML frontmatter, to let AI agents share context across any framework or stora…
Google Cloud and Andrej Karpathy have proposed a new pattern for AI agents that replaces retrieval-augmented generation with a wiki-like knowledge base stored in markdown files. The Open Knowledge For…
Memanto, a new memory agent for AI systems, launched via Show HN, enabling users to install it with 'pip install memanto' and manage memories across platforms like Claude, Bedrock, and Cursor. The too…
A developer created a skill that generates or updates an OKF-compliant index.md file for a specified directory, designed to help AI agents understand workspace structure. The skill scans only immediat…
Okf v0.2.0, a Go CLI toolkit for the Open Knowledge Format, is now available as a vendor-neutral alternative to Google's Python/Gemini-locked reference implementation, verified against every reference…
A developer proposed a trust model for agent-written documentation that derives trust from observable events rather than storing it. The Open Knowledge Format (OKF), now at v0.2, uses frontmatter to r…
A developer has built an agent-maintained knowledge graph wiki using the Open Knowledge Format (OKF), extending Andrej Karpathy's LLM Wiki pattern. The system compiles typed subject-predicate-object t…
Google Cloud published the Open Knowledge Format (OKF) v0.2, an open, human- and agent-friendly format for representing knowledge as Markdown files with YAML frontmatter, designed to improve data shar…
Google released Open Knowledge Format v0.2 on July 25, adding a trust layer with fields for content provenance, producer, verifier, and staleness, but no AI agent currently reads OKF bundles. Technica…
A developer writing as Rituraj on Dev Genius in late July tested three retrieval methods on a corpus of paired current and deprecated documents, finding that vector RAG returned both versions with cos…
Google's Open Knowledge Format (OKF) turns YouTube transcripts into a structured, agent-readable knowledge base that AI agents can search and cite with timestamps. The specification, which grew out of…