codex with the $20 plan is a really good deal
TOOLS
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MLX one-liner downloads runs VibeVoice ASR model locally
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Here's a uv one-liner that downloads and runs the MLX model against a local mp3 file uv run –with mlx-audio python -m mlx_audio.stt.generate
–model mlx-community/VibeVoice-ASR-4bit
–audio lenny.mp3 –output-path lenny
–format json –verbose –max-tokens 32768 -
VibeVoice: MIT-Licensed Speech-to-Text with Diarization
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Microsoft's MIT licensed VibeVoice speech-to-text model (think Whisper with speaker diarization) is really good – my notes on running the 5.71GB 4bit MLX conversion on an M5 MacBook, using about 60GB of RAM at peak and transcribing 1hr of audio in ~9 mins
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Behavioral Auth Layer for Deterministic Agent Policy Blocking
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this is exactly what tools like @denieddotdev was built for (behavioral auth) some agent behavior should be deterministically blocked by a separate policy layer, not via prompt instructions reach out to @p_valfre for help w this stuff
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Speed Building vs Methodical Planning: A-B Testing Prototypes
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Very interesting. I wonder, though, does being able to build things very quickly really reduce the need to think and plan methodically? Or are you able to A-B test prototypes quickly, too, to see what works?
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AI Voice Recorder with 112-Language Transcription and Smart Summaries
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#AI Voice Recorder with 112-Language Transcription and Smart Summary Generation
— Ronald van Loon (@Ronald_vanLoon) 27 avril 2026
by @tweetciiiim
#ArtificialIntelligence #Innovation #Tech #FutureTech pic.twitter.com/AQmIDDmjDw#AI Voice Recorder with 112-Language Transcription and Smart Summary Generation
by @tweetciiiim #ArtificialIntelligence #Innovation #Tech #FutureTech -
AI data extraction with confidence scores and supply chain traceability
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It attaches a confidence score and source citation to every extracted data point. When AI suggests a parts order, supervisors see the original supplier certificate and chain of custody.
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OpenAI models now available on AWS Bedrock platform
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Very interesting announcement from OpenAI this morning. We’re excited to make OpenAI's models available directly to customers on Bedrock in the coming weeks, alongside the upcoming Stateful Runtime Environment. With this, builders will have even more choice to pick the right
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Symphony: AI Orchestration Layer Connects Issues to Code Agents
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Symphony: a minimal orchestration layer for Codex It connects issue trackers like Linear to coding agents, so each task can spin up its own Codex session In a nutshell: open issue → assign agent → generate PR → human review
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Forensic File Analysis System Optimizes AI Model Inputs
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The system performs forensic analysis on every file, isolating different content types for specialized AI tools. No more feeding garbage inputs to expensive models.