
Claude Tag gives Claude its own Slack…
Anthropic's Claude Tag embeds Claude in Slack with agent identity: service accounts per tool, channel-scoped access bundles, and audit trails that never borrow a human's OAuth token.
Notes from the trenches on AI engineering, LLM apps, and the full-stack work that holds it all together.

Anthropic's Claude Tag embeds Claude in Slack with agent identity: service accounts per tool, channel-scoped access bundles, and audit trails that never borrow a human's OAuth token.
Nous Research added 3,000+ animated petdex sprites to Hermes Agent. Pets map idle, thinking, tool runs, and failures to pixel animations across CLI, TUI, and desktop with zero token cost.

Jason Weston's Autodata at Meta FAIR treats agents as data scientists: inner loops build and score synthetic data, outer loops meta-optimize the agent so it learns better curation strategies.

Qwen-AgentWorld is a 35B Apache 2.0 world model that predicts terminal, web, and MCP responses so you can train agents without spinning real sandboxes. Sim RL beat real RL on live search.

Theo Browne's T3 Code GUI added Grok via ACP and X or SuperGrok OAuth. No API key, same subscription you already pay for, alongside Claude Code and Codex in one dashboard.

Zyphra Research found GPT-style transformers from 5M to 314M params lose plasticity during continual and even stationary training. Bigger models delay the cliff but scaling law gains are sublinear.

OpenAI's third behavioral tune to GPT-5.5 Instant improves intent reading, multi-constraint instructions, and shopping or local recommendations. Paid ChatGPT users got it June 24; free users June 25. API access via chat-latest alias.

Steph Ango (Kepano) published obsidian-skills under MIT: five Agent Skills packs for wikilinks, Bases, JSON Canvas, CLI, and Defuddle web extraction. Install into Claude Code, Codex, or OpenCode so agents stop breaking Obsidian syntax.