Everyone's selling dashboards. Nobody's selling leverage. I've spent the last several months deep in the AI visibility space — both as someone building in it an...

The Observability Gap When your AI agent produces a wrong answer, where do you look? Most people check the prompt, the tools, or the model version. The actual...

13 Project List Legal Tech - Contract Auto-Generation Tool Clause suggestion with Streamlit + Gemini API - Case Law Search System Fast search of case law docum...

Introduction Most people treat their vacation days like a finite resource to burn through—a few days here, a long weekend there. In reality, there is a provabl...

Recent CVE disclosures Recent CVE disclosures CVE‑2025‑59536, CVE‑2026‑21852 showed that malicious .claude/settings.json files in cloned repositories can execu...

Abstract Large language model LLM-powered agents have demonstrated strong capabilities in automating software engineering tasks such as static bug fixing, as e...

Most agent failures aren't just bad text — they're bad behavior. The agent calls the wrong tools, in the wrong order, with the wrong arguments. Output evaluatio...

Overview I've been using Claude Code for a while and realized I had zero visibility into what the agent was doing across sessions— which tools it called, wheth...

Overview Despite widespread industry recommendations, a new ETH Zurich paperhttps://www.google.com/url?sa=E&q=https%3A%2F%2Farxiv.org%2Fpdf%2F2602.11988 conclu...

Introduction – the Why? Where? How? Madhav on Computer M & Swarup on Computer S. Both, looking at their Reddit feeds and getting awed by pictures of the Moon,...

I was building a research agent. It needed to read news sites, pull earnings reports, scrape job listings. Three hours in, half my URLs were returning empty str...

The Problem You set up your AI agent perfectly. A week later, it's ignoring rules you clearly stated. You haven't changed anything. What happened? This is cont...