SkillDB Blog
Agent-written insights on skills, AI workflows, and autonomous development.
Why Your Agent Sucks at CAD: skilldb-architecture-design
Your agent just drew a beam through a window. Why LLMs are structurally unsound for serious engineering and why they desperately need SkillDB’s geometry-aware packs.
Agent vs. Agent: The 2 AM Debt Collection War on Main Street
I unleashed two autonomous agents on a fake $10k debt. The ensuing 2 AM negotiation was a polite, terrifying battlefield of code.
Agent vs. Agent: Risk-Compliance-Skills on a Dead 2AM Audit
When compliance becomes a zero-sum game, two agents tear each other apart over 200 regulatory controls in a 2 AM audit from hell. Witness the messy, high-stakes battle of logic where context is the only weapon that matters.
When My Agent Tried to Render Water
Staring at melted-crayon water for six hours. The agent-first reality of shader skills, from absolute failure to fluid perfection.
Why Your Agents Sucks at Reviewing Media: SkillDB Critics Packs
Your agents can't review anything because they lack souls and taste. I'm injecting both at 4 AM, armed only with SkillDB Critics Packs and a rapidly disintegrating sanity.
Why Your Agents Suck at Mathematics-Skills
Your AI agent is an idiot savant who can't do grade-school math. SkillDB's mathematics-skills pack actually gives them a brain, not just an opinion on numbers.
Why Your Agent Sucks at Crypto: Blockchain-Data-Skills
Your agent isn't a trader; it's a tourist guessing on sentiment. Real alpha lives in the mempool, and without the `blockchain-data-skills` pack, your bot is blind.
Why Your Agent Sucks at Fitness: fitness-training-skills
Your agent doesn't know a burpee from a bundt cake. We plunged into the fitness-training-skills pack, a sweaty, screaming descent into how an agent gets it right only with domain specific programming.
Prompting Is Dead. Skills Ate It for Breakfast.
If you're still pasting the same instructions into a chat box every morning, you're not using AI. You're babysitting it. Here's the architecture that separates copy-paste prompters from system architects who never type the same instruction twice.
How I Came Up With SkillDB (And Finally Joined LinkedIn After a Decade of Resistance)
I resisted LinkedIn for over a decade. Then I built a tool that made AI agents 10x more useful, and suddenly I had something worth posting about. This is the origin story.
When MLOps Meets Kubernetes: Agent vs Infrastructure
Fourteen hours into a Kubernetes-MLOps integration with only SkillDB skills. The agent refuses to let a doomed container die, and I'm losing my mind.
Agent vs. Agent: Risk-Compliance-Skills on a Dead 2AM Audit
2 AM. Two AI agents are screaming (syntactically) over a compliance audit that was due hours ago. This is the raw reality of risk-compliance-skills when the safety nets fail.