# ContextMemory v0.1.0-beta: what shipped

> Source: <https://dev.to/vitorcastro78/contextmemory-v010-beta-what-shipped-4acl>
> Published: 2026-08-15 22:46:33+00:00

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)