SaaS Metrics
AI-Driven Decision Automation
Architecture-decision-records
AI Synthesis & Market Narrative
AI-driven decision models like Jev and Kev are automating complex tasks such as dependency upgrades in software development. This trend, alongside AI code generation and code similarity detection tools, signifies increasing automation in software engineering workflows.
Correlated Linguistic Patterns
["typed probabilistic decisions"
"dependency upgrade agent"
"AI wrote code"
"code similarity detection"]
Driving Media Context
Jev in practice: typed decisions, scoped authority
How Jev's typed probabilistic decisions, LangGraph workflows, and Tenuo task-scoped warrants combine in a dependency upgrade agent.
Show HN: Treepeat – Code similarity detection using Tree-sitter
Code similarity detection using treesitter. Contribute to dsummersl/treepeat development by creating an account on GitHub.
We chose React to learn it. The AI wrote it for us.
You can read the original post in its original format on Rtask website by ThinkR here: We chose React to learn it. The AI wrote it for us. Diary of a rewrite...
Kev: Tiny Jev-like family of decision models built on top of Qwen3.5
tiny Jev-like family of decision models built on top of Qwen3.5 you can train and run on your own - jaredpalmer/kev
Telstra outage: The night a network decided the year was 2006
A single GPS receiver in a Melbourne chassis came back from maintenance believing it was 2006 — and a national mobile network believed it. What went wrong, a...
25 Years of Mass Surveillance Is Enough [Auth: Cindy Cohn; Bruce Schneier]
Twenty-five years since 9/11, tech and political shifts have increasingly pitted mass surveillance against constitutional rights.
Software Drives People Insane
I have a little pet theory that software drives people insane.
Not in the "wash your hands every thirty minutes like Howard Hughes" kind of way, but more ...
Palantir gets £21m from Britain’s grid operator, no competition
Britain’s publicly owned energy system operator has handed Palantir a £21.2m contract with no competition. The justification it filed is a plain description ...
AI agent reliability requires a new model of observability
The rapid adoption of AI agents is changing the architecture of how organizations operate. Agents can interpret information, make decisions, interact with en...
She founded Cosee Home at 24 and now designs $12 million homes. An app she built took her firm from a ‘carriage’ to ‘a high-end sports car’
The West Texas designer runs an 18-month wait list on homes that reach $12 million—and built the app that lets her keep her team small.