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2695 postsStyleSeed Forces AI-Generated UIs Through a Score Gate Before Shipping
StyleSeed forces AI coding agents through a code-and-pixel scoring gate before shipping UI — and the creator's own landing page failed it first.
AI Agent Cost Drift: Rolling Dashboards Miss 0.35%/Day Creep
Why do rolling-average dashboards miss a 0.35%/day AI agent cost increase? A math proof and 60-day test show the blind spot - and the fix.
SirixDB: A bitemporal JSON database with sub-page versioning
SirixDB is a bitemporal JSON database using copy-on-write and sub-page versioning so any revision can be queried as fast as the latest.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comFive-Paper Series Formalizes Cohesion, Arrives at the IVP
Five Zenodo papers formalize software cohesion and derive the Independent Variation Principle, exposing gaps in common cohesion metrics.
Rethinking MCP Security: A Large-Scale Study of 64K Runtime Servers
MCPZoo tests 64,611 MCP servers, revealing that most security scanner alerts are false positives and scanners disagree widely.
The 75% False-Negative Wall LLM Reviewers Can't Move
Why LLM-based reviewers hit a fixed 75% false-negative rate, and why voting, reruns, and prompt calibration all fail to move it.
Inside Nvidia B200 Pipeline Hazards: Why Static Analysis Falls Short
An empirical study of Nvidia B200 pipeline hazards, exposing a predicate under-stall bug and measured RAW latency floors for FFMA and DFMA.
Lakehouse Encryption Explained: Parquet, Iceberg, and the Interop Puzzle
A deep dive into Parquet and Iceberg 1.11 encryption architecture, key terminology, and the interoperability challenges of multi-engine lakehouses.
Cross-tokenizer distillation can silently erase 85% of teacher signal
Naive logit projection across mismatched tokenizers can erase 85% of teacher information; chain-rule conditioning restores retention to 86%.
AI Coding Agents Are Breaking Diff-Based Code Review
AI coding agents make diff-only code review unreliable; intent now lives in test names, builder APIs, and contract tests instead.