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9 notes

· Coding agents

GitHub agentic autofix for code scanning is generally available

Agentic autofix for code scanning alerts is generally available for GitHub Code Security and Advanced Security customers on GitHub Enterprise Cloud. Assigning a default-branch alert to Copilot makes it explore the codebase, propose a fix, rerun CodeQL, and open a draft pull request.

github · code-scanning · autofix

Source (opens in a new tab)GitHub CopilotTurn a GitHub issue into a PR autonomously

· Coding agents

Claude Code: Haiku 5.5 default, large-file reads, idle compaction, and /advisor

Claude Code 2.1.293 made Haiku 5.5 the default Haiku model on the Anthropic API, and 2.1.296 added a Read option that can take a whole text file past the usual size limit when the context has room. On 14 October, 2.1.299 started compacting large idle terminal conversations before the one-hour prompt cache expires, and 2.1.300 added /advisor on Claude Platform on AWS.

claude-code · haiku · compaction

Source (opens in a new tab)Claude CodeMulti-file refactor with an agent

· Coding agents

Gemini 4 Argon is generally available in GitHub Copilot

Gemini 4 Argon is generally available in GitHub Copilot for Pro+, Max, Business, and Enterprise, in the model picker across VS Code, Visual Studio, Copilot CLI, the coding agent, the Copilot app, JetBrains, Xcode, and Eclipse. GitHub says the rollout is gradual and the model is billed at provider list pricing.

github-copilot · gemini

Source (opens in a new tab)GitHub CopilotInline autocomplete and chat in the IDETurn a GitHub issue into a PR autonomously

· AI for game dev

Ludo.ai adds Hydra+ for finer sprite detail

Ludo.ai added Hydra+ to the Sprite Generator on 13 October. It follows Hydra's motion and timing, then runs a detail pass, and it is available in Animate, Keyframe Animation, and New Direction.

ludo · sprites · hydra

Source (opens in a new tab)Ludo.aiGenerate 2D sprites and pixel art

· MCP servers

Azure MCP Server 3.0 is stable

Azure MCP Server 3.0, released on 12 October 2026, adds backup, resiliency, SRE, Terraform, and Advisor toolsets plus clearer tool contracts. Microsoft's post says new resources pick stricter security defaults, and the server remains an open-source MCP implementation for Azure tools.

azure · mcp

Source (opens in a new tab)Build or host your own MCP server

· MCP servers

SeekStorm ships a local search MCP server

SeekStorm v3.4.0 adds a local MCP server that embeds the search library, owns its index, and talks to a client over stdio without a separate seekstorm_server process. The server exposes lexical, vector, and hybrid search, plus indexing, to MCP clients.

seekstorm · mcp · local-search

Source (opens in a new tab)Build or host your own MCP server

· AI for game dev

Unity announces Unity Spark

Unity announced Unity Spark on 7 October, with Google, as a way to make and share games in the browser without prior Unity or game-development experience. Unity's post says Spark connects to the Asset Store so people can build with community-made assets.

unity · spark

Source (opens in a new tab)Prototype a playable game from a prompt

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