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Agents2026-08-30 · source-backed
IPython 9.17 registers script magics lazily and recreates them on lookup, so Agno's method of removing bash from the cell-magic table stopped disabling it. A kernel explicitly configured to forbid shell access executed %%bash anyway. The fix materializes the script-magic provider first and drops bash from both the lazy table and the live registry, so loading a sibling magic like %%sh can't re-register it. (GitHub) Any Agno deployment treating allow_shell=False as a containment boundary on IPython 9.17 was not contained.
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MCPConfig.tools now accepts Agent, Team and Workflow instances plus Toolkit objects, exposing each as its own named MCP tool. You call chief, not run_agent(agent_id="chief"). Toolkits publish one MCP tool per registered method, narrowed by the toolkit's own enable/include/excl...
Released August 26, two days after 3.0.0 stable: tool schemas are derived once and cached across runs rather than rebuilt per run, and session history loads incrementally per turn so latency stays flat as a conversation grows. The fix list is mostly MCP and Gemini correctness,...
It bounds dispatch depth, adds an opt-in self_dispatch knob, and hides inner sub-team member ids from the outer roster. The a4 prerelease made workspace exclude_patterns an access boundary rather than a display filter, which is a meaningful difference if you assumed excluded p...
Runs now get their own agno_runs table with real columns instead of being packed into the session row, which takes session write amplification from O(N²) to O(N) and removes the DynamoDB and Firestore item-size ceiling (GitHub). offload_tool_results=True writes any tool result...
3,364 stars since its August 17 creation. Every action against a computer, file, MCP server or UI component routes through a single gateway that resolves the target, decides it against policy, writes an audit row, then acts or refuses while naming the rule. Each bot gets its o...
A GitHub repo cataloging Claude Code tips doesn't normally warrant a top story. But shanraisshan/claude-code-best-practice at 53.4K stars isn't a tips list anymore. It's the de facto reference for how an entire generation of developers is learning to work with AI coding agents...
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