Each one opens a case study: the problem, the decision worth defending, and what I'd do differently. Where there's a number to report, it's measured rather than estimated.
Point it at an MCP endpoint. It reads every tool the server exposes, checks descriptions and schemas for planted instructions, then runs a live agent against the server with poisoned tool output to see whether the agent actually obeys.
F1 0.800at 9.4% false-positive rate
Describe what you're building in plain English and get back an element-by-element map of which parts the prior art already teaches, with the passage behind every finding — plus the whitespace nothing covers.
2 LLM callsper analysis, any corpus size
Compares pharmacy prices and compositions across Indian retailers so a patient on a chronic medication can find an equivalent that costs a fraction of the brand — and flags anything on the CDSCO banned list along the way.
₹5,684annual saving on one real prescription
Ingests a pull request and returns actionable feedback in under 15 seconds, running parallel analysis across diffs, CI status, vulnerability signals and bundle impact, then surfacing it through four distinct reviewer personas.
<15sfrom PR link to full review