Join us in NY for a meetup on building better agents with Palash Shah, Applied AI Engineer at @LangChain
. RSVP https://
luma.com/qki24nnc Palash will walk through the agent improvement loop and how teams use traces as the foundation for continuous improvement. We’ll cover how
AGENTS
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Building Better Agents with LangChain: Improvement Loops
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Text Normalization for Production Voice AI Agents
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Inline text normalization for Voice AI agents! Real-time TTS models still struggle with non-standard text. Numbers, dates, currencies, abbreviations – the structured text that shows up in every production voice agent. "$42.50" should sound like "forty-two dollars and fifty
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AI Agent Levels: From Automation to Superintelligent Personas
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AI agents have levels 1. Rule-based (if-then automation) 2. Tool-using assistants 3. Strategic multi-step agents 4. Context-aware autonomous agents 5. Superintelligent digital personas (theoretical AGI) We’re moving from “AI that responds” → to “AI that executes
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Autogenesis: AI agents rewrite themselves without human help
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AI agents can now rewrite themselves without human help. Most AI agents stop improving the moment they ship. New tools arrive, environments shift, and the agent stays frozen in time. ' Retraining is expensive and human patches are brittle. A new paper called Autogenesis
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Google Search Maps and AI Agents Future Outlook
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The Future Of Google Search, Maps And AI Agents https://t.co/zDVVvhDlpX
— Bernard Marr (@BernardMarr) 23 avril 2026The Future Of Google Search, Maps And AI Agents
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Hermes: AI-Powered Content Distribution Engine for Builders
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Let's be honest: builders know how to code… but marketing is a completely different beast. Now, y'all have a 24/7 content engine doing all the heavy lifting. You ship features, Hermes ships distribution 😉 Try it here → https://
higgsfield.ai/marketing-stud
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AI Video Generator Creates 500+ Viral Ads Natively
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Before today, founders had 2 bad ad options:
— Charly Wargnier (@DataChaz) 23 avril 2026
Pay $500 on Fiverr or.. watch AI melt their app's UI 😅
Here's the new workflow:
→ Drop a link
→ Hermes does the research
→ Scrapes Meta/TikTok for winning hooks
→ Higgsfield generates up to 500+ viral videos.
all NATIVELY 🔥 pic.twitter.com/428tlBtrsUBefore today, founders had 2 bad ad options: Pay $500 on Fiverr or.. watch AI melt their app's UI Here's the new workflow: → Drop a link
→ Hermes does the research
→ Scrapes Meta/TikTok for winning hooks → Higgsfield generates up to 500+ viral videos. all NATIVELY -
AI Marketing Studio Solves Product Distribution Problem
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🚨 @levelsio shipped 70+ projects.
— Charly Wargnier (@DataChaz) 23 avril 2026
Only 7 make real money today.
The rest didn't die on code, they died on distribution.
That massive bottleneck just got CRUSHED by @Higgsfield's new Marketing Studio.
YESSS!! Powered by @NousResearch's Hermes Agent 🤯
Why it's awesome 🧵↓ pic.twitter.com/8QWIsPmxx0@levelsio shipped 70+ projects. Only 7 make real money today. The rest didn't die on code, they died on distribution. That massive bottleneck just got CRUSHED by @Higgsfield
's new Marketing Studio. YESSS!! Powered by @NousResearch
's Hermes Agent Why it's awesome ↓ -
AI Agents Building Better UIs with Structured Design Guidelines
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Stop letting your coding agents build UGLY af UIs! this guy just dropped a massive directory of DESIGN.md files formatted exactly for agents to read
