ContextMemory v0.1.0-beta: what shipped

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 (2026-08-15)

Features

• add Cursor-style HTTP, vision, browser, PDF, and canvas agent tools. (0d322c2)
• derive LLM protocol capabilities from prompt profiles. (bd159ad)
• expand agentic guardrail catalog with enable/disable kinds (4fabaec)
• expose LLM generation defaults in Admin and apply to chat/generate payloads (e459575)
• multi-model harness, live-data guardrail, and Ollama num_ctx fix. (7244aa2)

Bug Fixes

• ci: stop GITHUB_TOKEN from overriding PEER_SYNC_TOKEN on mirror push (f230ff2)
• coerce query_objects filter object/string into string array. (95069ee)
• map fieldsToReturn alias in query_objects normalizer. (9b3e172)
• pin LinkedIn API version and clarify dev.to errors (dceafbc)
• promote prose MCP tool JSON into structured tool_calls. (5ae1b84)
• publish thin helpers under available Kortexio package names (fbff059)
• regenerate AddSkillActivation migration with model snapshot. (91a53c5)
• rewrite SQL-style query_objects filters to Zuora field.OP:value. (a145663)
• set User-Agent on dev.to announcer requests (88e4992)
• stabilize Qwen client-side tools and stop capping Weak MCP catalogs. (c4db686)
• stop live-data validation loops and soften noisy guardrail defaults (14f262a)
• stop RequireZeroExitCode guardrail from looping forever on retried tool failures (1cb6155)
• stop tool_describe failures from poisoning agentic validation loops. (3fcff28)
• tighten LinkedIn release posts to messaging voice (beb0894)

Full notes: https://github.com/Kortexio/ContextMemory/releases/tag/v0.1.0-beta

Repo: https://github.com/Kortexio/ContextMemory · Cloud: https://kortexio.io