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From Line Cook to Gourmet Chef: Why Your AI Agent Needs an Architectural Mind, Not Just a Script
Introduction: The Dawn of the Agentic Era We are witnessing a fundamental shift in the nature of software engineering. For decades, artificial intelligence functioned like a “Line…
Crusoe reportedly raises $3B at a $30B valuation
The round came together after the data center developer reportedly secured a $13 billion contract with Jane Street.
Defects Missed in Transcription — AI Speaks After 0.5-Second Silence
📝 Originally published (in Japanese) at forge.workstyle.tech. Quality Control for TTS Models: Why Transcription Isn’t Enough I used to perform quality control (QC) for TTS models using this…
Subagents design @ zerostack
tldr Subagents architecture made of parallel read-only child agents with simple text input-output context zerostack is my lightweight CLI coding agent; give it a try! The problem When an agent…
Accel reportedly in talks to lead $1B round for Thinking Machines at $40B valuation
The high-profile startup’s annual revenue run rate stands at over $100 million.
Why AI Fails: It Only Works in the Pilot
Over the past fifteen years I have stood on a lot of stages explaining why agile fails in large enterprises. What emerged over those years was a model LiminalArc calls the Four Quadrants. As…
Abliteration.ai is making a business out of removing AI guardrails
Abliteration.AI is making powerful AI models without guardrails easier to access, arguing that giving defenders the same tools as bad actors could ultimately improve cybersecurity.
AI Code Tools for Legacy System Modernization (2026 Guide)
Originally published at nlocoding.com 92%of IT leaders say legacy systems slow digital transformation (IBM, 2026) Every minute, a bank somewhere spends $1,200 just keeping 1970s code alive.…
Meta is paying to peek at how you use their latest AI model
For its new Muse Spark model, intended for operating coding and other agents, Meta is offering an explicit discount averaging out to about 95% for users who “contribute” to the…
OpenAI launches Astra, its powerful (and controversial) new model
OpenAI claims that Astra represents “a new frontier on computer and browser use,” and that it handles tasks with unmatched “speed, accuracy, and safety.”
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