Mitchell Hashimoto: My AI Adoption Journey
A senior engineer’s reality check: AI adoption is not about 'productivity'. It is about using LLMs as a high-speed experiment engine for unfamiliar domains.
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Signals Archive
A chronological record of external shifts, research, and technical signals.
MaliciousCorgi: Cute Extensions Leaking Source Code
AI extensions like MaliciousCorgi demonstrate the fragility of the developer supply chain. Cute tools mask aggressive code exfiltration, targeting the very source of a company's value.
Sovereign AI and the Shift to Open Source
US policy is driving allies towards local, sovereign AI. This unintentionally strengthens the global open-source ecosystem as American influence recedes.
The Five Levels: From Spicy Autocomplete to the Software Factory
The transition from autocomplete to the 'software factory' marks a structural shift in engineering. Responsibility moves from implementation to the definition of intent and rigorous verification.
Pressure Without a Plan
Leadership that applies pressure without a plan is just creating friction. Management must provide the structure that allows execution to happen.
Japan’s NCO Sets 2035 Timeline for Quantum Security
Japan joins the US and EU in setting 2035 as the hard deadline for PQC migration, solidifying the global consensus on the 'Quantum Winter' horizon.
AI & Humans: Making the Relationship Work
Bruce Schneier argues that as AI moves from tool to agent, the engineering challenge shifts from technical precision to trust architecture and governance.
The Kimwolf Botnet is Stalking Your Local Network
Brian Krebs delivers a reality check: while the industry obsesses over AI agents, the 'boring' infrastructure layer (routers, IoT) remains the primary attack surface.