» Tag
ai
1016 postsSpec Forge: Adversarially Certifying Specs as Behaviorally Complete
Spec Forge is a Claude Code skill that adversarially certifies specifications as behaviorally complete before any code is written.
ShieldFont: A Web Font That Makes AI Scraping Costly
ShieldFont uses OpenType font substitution so scrapers see decoy text while browsers render the original — an open-source anti-AI-scraping protocol.
ALIBI: Adversarial Comments Bypass LLM Vulnerability Detectors
ALIBI framework shows LLM-based vulnerability detectors can be bypassed over 90% of the time using adversarial source-code comments.
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.comKimi K3 benchmark: Chinese AI is cheap at coding, not planning
Benchmark testing shows Chinese AI models are pricey planners but 19x cheaper coders than Western rivals, based on real pass/fail test runs.
Measuring GEO: A Weekly Probe to Check If AI Actually Cites You
A cheap weekly probe using Perplexity Sonar checks whether AI assistants actually cite your content, turning GEO into a measurable trend.
Building an AI Coding Workflow: The Right Agent at the Right Stage
A framework combining Shape Up, OpenSpec, and ADRs to split AI-assisted coding work between human judgment, agent drafting, and automation.
StyleSeed 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.
A Unified Framework for Self-Improving Agent Systems
A conceptual framework unifying Skill evolution, harness adaptation, and self-referential evolution in self-improving AI agent systems, beyond model weights.
LiteLLM's AI pricing table's only test is jq empty
LiteLLM's widely-reused AI pricing table is validated only by jq empty — no source checks, no dates, no history. Here's what engineers should know.
Beyond CRUD: personal projects that prove real architecture skills
A look at why generic CRUD portfolios fall short, and how event-driven architecture, infrastructure-as-code, and decoupled AI integration better demonstrate senior engineering skill.