Deploying AI models to embedded targets usually means a full SDK on a device that doesn't necessarily have room for it. So Voyager 1.6 splits that workflow in two. You compile your model on a development machine using axelera-devkit, which produces an .axm file. Then you run it
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Give AI Agents Persistent Memory with LangGraph and MongoDB
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3/ Last → users HATE forgetful chatbots. You must give your agents a persistent brain. The 'Memory for AI Apps' module teaches you to use LangGraph and MongoDB to build stateful AI apps with isolated, long-term memory across sessions. Sweet. > https://
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Vector Search Perf module for slow AI retrieval diagnosis
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2/ Next problem → sluggish AI retrieval. Scaling it up is notoriously difficult. This Vector Search Perf module walks you through diagnosing slow queries with Atlas Metrics. PLUS actually managing memory sizing and quantization in full production > https://
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NeMo AutoModel Optimizes MoE Models with Transformers v5
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The rise of MoE models introduced new challenges in training, and @huggingface's Transformers v5 brought first-class support for solving them. Now, NeMo AutoModel builds on top of v5. Part of the NeMo framework for building models at scale, NeMo AutoModel brings optimizations to
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AI coding: 84% usage, 24% trust, calibration crucial
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84% of developers use AI to code. 24% trust what it writes. Compliance has moved to the govtech center. Innovation stalls before guardrails land on reeal evidence. Read @DominoDataLab
's Chris Elsins in @ComputerWeekly on why calibration matters: -
iFixAi: free plugin to audit your AI with Claude
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AHORA PUEDES PONER A CLAUDE A AUDITAR TU AGENTE DE IA
— Nico (@nicos_ai) 24 juin 2026
Acaban de sacar un plugin gratis que pone a Claude a encontrar los fallos y puntos ciegos de tu IA antes de que la cosa explote
Se llama iFixAi.
Abres el repo en Claude Code y le dices “audita mi IA”
A partir de ahí Claude… pic.twitter.com/vwFz0DRNxqNOW, YOU CAN HAVE CLAUDE AUDIT YOUR AI AGENT They just released a free plugin that has Claude find the flaws and blind spots of your AI before it blows up It's called iFixAi. You open the repo in Claude Code and tell it "audit
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Tips for Automatically Cleaning Duplicate Browser Tabs with Codex
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Here's a little browser use trick I've been loving recently – it's very smooth. I'm the kind of heavy user who opens dozens or hundreds of tabs at once, and they often end up duplicated. Later, I added a trigger task in Codex. Every time I lock my screen or go offline, Codex automatically calls browser use to clean up and close redundant, duplicate tabs – completely hands-free. This trick works with Codex and CC.
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Claude Code as document processing agent preserving structure and reading order
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Turn Claude Code into a document processing agent! Traditional OCR extracts text but loses critical information. Table structures with merged cells disappear. Relationships between charts and captions break. Multi-column reading order gets scrambled. That's why most document
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Waiting for Fable’s return while relying on Codex.
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Same haha, been leaning on Codex in the meantime but it's not the same, counting the days till Fable's back.
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The AI bubble is the SaaS bubble that will die
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The 'AI bubble' is actually the SaaS bubble. AI will do just fine. SaaS will die. You can simply flash code for your own custom solutions for everything.