Thanks for the write-up; really looking for the native charts and infographics output! Most research workflows the bottleneck is turning the answer into something you can paste into a doc.
CODE
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LangChain Launches Interrupt Testing Tool May 13th
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>LangChain gives you testing tools. It never tells you what to test, in what order, or when you're done. This is changing soon Launching May 13th at Interrupt: https://
interrupt.langchain.com -

Sakana AI Seeks Principal Platform Engineer for Defense Sector
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Principal Platform Engineer at Sakana AI https://
sakana.ai/careers/#princ
ipal-platform-engineer
… At Sakana AI, we are building a sovereign, unified data platform for Japan's defense sector and largest industrial enterprises. If you have built ontology-driven systems for national security, or engineered the -

Spectrum: Open-Source Framework for Multi-Platform AI Agents
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🆕Your agent is ready. The platform shouldn’t be the hard part.
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 22 avril 2026
Meet Spectrum — an open-source framework that brings agents to iMessage, WhatsApp, Telegram, Slack, and SMS/RCS via one unified API.
Bring agents to millions. Natively.
🔗 https://t.co/4jeJ9hZkgJ pic.twitter.com/RFw7vzn2kGYour agent is ready. The platform shouldn’t be the hard part. Meet Spectrum — an open-source framework that brings agents to iMessage, WhatsApp, Telegram, Slack, and SMS/RCS via one unified API. Bring agents to millions. Natively. https://
photon.codes/spectrum -

AI Models Have Preferred Names: Marcus Chen, Aldric, Kira, Mara Vance
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All of the AI models have preferred names. If you asked Claude 4.5 for a software developer, you are going to get Marcus Chen. Wizards are mostly named Aldric. Space pilots are Kira from Claude, Mara Vance from GPT-5.2. I guess LinkedIn Bros are Kai now. https://
seehuhn.de/blog/ai-names/ -
Codex Automation Routing: Untapped Leverage in Scheduled Computer Use
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You are using Codex wrong.
— CHOI (@arrakis_ai) 22 avril 2026
Everyone is talking about its coding benchmarks. Nobody is talking about its automation routing. It is severely undervalued.
If you aren't using the scheduled "Computer Use" capability, you are leaving massive leverage on the table.
By tying Codex to… pic.twitter.com/RmovahiNljYou are using Codex wrong. Everyone is talking about its coding benchmarks. Nobody is talking about its automation routing. It is severely undervalued. If you aren't using the scheduled "Computer Use" capability, you are leaving massive leverage on the table. By tying Codex to
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AI System Prompt Workarounds and Plugin Rewriting Methods
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Plenty workarounds. You can rename system prompt. Write a plugin that rewrites it. Not playing that game.
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GDM Responsible for 75% of New Code at Google
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Translation: GDM is responsible for 75% of all new code at Google.
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Google’s AI-Generated Code Reaches 75 Percent Milestone
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75% of all new code at Google is now AI-generated and approved by engineers, up from 50% last fall. 2027 90%, and 2028…?
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Claude Code Commands Cheat Sheet for Developers
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50+ Claude Code commands. One sheet. Grouped by what you're actually trying to do: 1. Project setup & memory
2. Context & session lifecycle
3. Code review & quality
4. CLI flags for terminal launch
5. Monitoring & reporting
6. System, config & diagnostics
7. Model & thinking