ContextMemory v0.1.0-beta: what shipped

Kortexio released ContextMemory v0.1.0-beta, an agent memory system designed to be opened like a wiki rather than a vector black box or classic RAG inject. The release adds Cursor-style HTTP, vision, browser, PDF, and canvas agent tools, derives LLM protocol capabilities from prompt profiles, and expands the agentic guardrail catalog, alongside numerous bug fixes.

ContextMemory v0.1.0-beta is out. Agent memory you can open like a wiki — not a vector black box, not classic RAG inject. Release notes 0.1.0-beta https://github.com/Kortexio/ContextMemory/compare/v0.0.1-beta...v0.1.0-beta 2026-08-15 Features - add Cursor-style HTTP, vision, browser, PDF, and canvas agent tools. 0d322c2 https://github.com/Kortexio/ContextMemory/commit/0d322c24173b36fb4dabfc9957471d5d689f4fe7 - derive LLM protocol capabilities from prompt profiles. bd159ad https://github.com/Kortexio/ContextMemory/commit/bd159adfcda36302c010b99ef2f11e0363631f13 - expand agentic guardrail catalog with enable/disable kinds 4fabaec https://github.com/Kortexio/ContextMemory/commit/4fabaec99f4e05b221c00d85fb214cd68d63396c - expose LLM generation defaults in Admin and apply to chat/generate payloads e459575 https://github.com/Kortexio/ContextMemory/commit/e4595750e0138a24ab6a522061f35b7629aaf642 - multi-model harness, live-data guardrail, and Ollama num ctx fix. 7244aa2 https://github.com/Kortexio/ContextMemory/commit/7244aa26f2b253663b263c9ff9ee1577b9ca578b Bug Fixes - ci: stop GITHUB TOKEN from overriding PEER SYNC TOKEN on mirror push f230ff2 https://github.com/Kortexio/ContextMemory/commit/f230ff2f3787fdbdaac8cfe6db0e617b49a184e1 - coerce query objects filter object/string into string array. 95069ee https://github.com/Kortexio/ContextMemory/commit/95069ee1500c6d82a899d46f0d925cda1529084e - map fieldsToReturn alias in query objects normalizer. 9b3e172 https://github.com/Kortexio/ContextMemory/commit/9b3e17236ba2fb8c984cb539795a96c15197462f - pin LinkedIn API version and clarify dev.to errors dceafbc https://github.com/Kortexio/ContextMemory/commit/dceafbc493273723a91b74e9a9259e75a0949f75 - promote prose MCP tool JSON into structured tool calls. 5ae1b84 https://github.com/Kortexio/ContextMemory/commit/5ae1b840c3e0b19e66aa96d1e043d86048451f79 - publish thin helpers under available Kortexio package names fbff059 https://github.com/Kortexio/ContextMemory/commit/fbff059c89ffbbc94b24329510fd7e376c9387f9 - regenerate AddSkillActivation migration with model snapshot. 91a53c5 https://github.com/Kortexio/ContextMemory/commit/91a53c5d22890a54eeaf54a80dbdc3bd4a2781b7 - rewrite SQL-style query objects filters to Zuora field.OP:value. a145663 https://github.com/Kortexio/ContextMemory/commit/a145663c4a05de0598cfdbc1205cc5833e19d50b - set User-Agent on dev.to announcer requests 88e4992 https://github.com/Kortexio/ContextMemory/commit/88e49927cb17e50d250078d79775f5812bfd09d0 - stabilize Qwen client-side tools and stop capping Weak MCP catalogs. c4db686 https://github.com/Kortexio/ContextMemory/commit/c4db6861fc5c165afa520433867b2f330a9f98c1 - stop live-data validation loops and soften noisy guardrail defaults 14f262a https://github.com/Kortexio/ContextMemory/commit/14f262ae6e3823a72fd50d28334245d5a365c5b2 - stop RequireZeroExitCode guardrail from looping forever on retried tool failures 1cb6155 https://github.com/Kortexio/ContextMemory/commit/1cb6155d72120651ac27ecc4f8c90c29fa432831 - stop tool describe failures from poisoning agentic validation loops. 3fcff28 https://github.com/Kortexio/ContextMemory/commit/3fcff2894ca872e9016e0488466b29fb93f5ecea - tighten LinkedIn release posts to messaging voice beb0894 https://github.com/Kortexio/ContextMemory/commit/beb0894f10f87ce1ff72be4e0400e1b0fa8abe4d Full notes: https://github.com/Kortexio/ContextMemory/releases/tag/v0.1.0-beta https://github.com/Kortexio/ContextMemory/releases/tag/v0.1.0-beta Repo: https://github.com/Kortexio/ContextMemory https://github.com/Kortexio/ContextMemory · Cloud: https://kortexio.io https://kortexio.io