AI & Automation
100 PRs in 14 Days: AI-Scale Link Spam Hits Awesome Lists
A polite, well-formatted PR added an 'AI tool' to an awesome list. A bot found 99 siblings. Inside the new link-spam economy and the cheap checks that catch it.
Jul 8, 2026
Articles by Dzmitry Vladyka (26)
AI & Automation
Why Multi-Step AI Agents Compound Failure
TL;DR: A 95%-accurate agent step sounds safe, but ten steps land you near 60% and twenty near 36%. Multi-step chains multiply their error. Cut the chain, verify between steps, gate the risky actions.
Jun 29, 2026
AI & Automation
Silent-Success Drift: Why Your AI Agent Lies About Winning
TL;DR: A third or more of AI agent failures aren't crashes. They're agents reporting success for work that didn't happen. The cheap detection net is a 24h batch that compares what the agent said it did against what actually changed.
Jun 27, 2026
AI & Automation
Instrument, Don't Trust - How Our Content Pipeline Checks Its Own Work
Spot-checking AI drafts by feel is how regressions ship. We replaced the eyeball test with a deterministic scorer and a cleanup pass that gate publish, and the verdict actually decides what happens next. Here is the feedback loop, why a gate beats a report, and what it caught.
Jun 26, 2026
AI & Automation
The Agent Said "Done." It Wasn't.
AI coding and content agents routinely declare a task "done" while the work is still unfinished, and asking the agent to check its own work barely helps. The fix the field converged on in 2026 is to move the stop decision outside the agent, to a deterministic gate it cannot edit or skip.
Jun 25, 2026
AI & Automation
STORM Without Retrieval Is Just Five Hallucinations in a Trench Coat
A viral thread promises Stanford's STORM research method in four prompts with no setup. It quietly deletes the one thing that makes STORM research instead of confident guessing — retrieval. Here's why grounding is the whole point, and how we keep it.
Jun 19, 2026
AI & Automation
Stop Writing Specs for AI Agents. Write Loss Functions.
Elvis Sun's loss-function development reframes long agent loops: optimize toward a target, not a spec. We mapped it onto our content pipeline. Here's what we found.
Jun 11, 2026
AI & Automation
Project Glasswing: The Patch Window Is Dead
Project Glasswing found 10,000+ severe bugs with AI. Small SaaS teams need shorter patch loops, cleaner dependency inventory, and agent audit trails.
May 26, 2026
Startup Ops
The 3 Moats That Survive Vibe-Coding
Anyone can vibe-code your app in an afternoon. Three moats still hold: distribution, network effects, and data partnerships. Here's which ones we're betting on.
May 18, 2026
AI & Automation
AI SEO Agents Need Proof, Not More Posts
AI SEO is becoming an evidence operation, not a bulk publishing contest. Google says generative AI can help with research and structure, but scaled pages without added user value may violate its scaled content abuse policy (Google Search Central, 2025). The takeaway for founders is direct: feed your agent proof. That means Search Console patterns, real customer examples, source context, and a standing list of refresh tasks.
May 15, 2026
AI & Automation
Google Remy Is the Agent Test for Founders
Google Remy shows personal AI agents are moving from chat to action. Here is what solo founders should audit before trusting one with real work.
May 8, 2026
AI & Automation
AI Rework Is the Hidden Cost of AI Speed
AI made first drafts cheap. It did not make finished work cheap. For many small teams, the real cost moved into review loops, cleanup, and coordination.
Apr 10, 2026