Harshit Bhatt@cykikz

SentinelAI is a local-first repository intelligence runtime for developers who want continuous, explainable insight without sending source code to the cloud. It is not a one-off scanner and not a chatbot. SentinelAI acts like a background intelligence layer: it learns the repo over time, stores memory in local SQLite, and uses that memory to make future scans faster and more precise. The goal is to make code quality and security checks feel automatic and safe, while keeping data fully on the developer’s machine. SentinelAI runs in three modes. Mode 1: Silent Watcher updates a live dependency graph as files change. Mode 2: Commit Guardian runs at commit time and inspects only staged changes using pre-built intelligence, keeping checks fast and reducing false positives. Mode 3: Deep Scan runs on demand and executes all agents across the repo and history to build a full intelligence graph that powers trace, impact, and explain. The system uses eight coordinated agents: SCOUT maps the repo, GHOST HUNTER finds dead code, PRISM traces sensitive data flows, DOMINO computes blast radius, ARCHITECT enforces rules, FIXER applies safe fixes or records dry-run diffs, NARRATOR generates human reports, and VERIFIER validates AI suggestions with confidence scoring. Each finding is stored with severity, context, and history so the system improves over time instead of forgetting. SentinelAI integrates with IBM watsonx (Bob) in a privacy-preserving way. Findings are compressed through a Caveman pipeline before any external call, so Bob receives only compressed intelligence, never raw source files. A live dashboard (Next.js + SSE) shows agent status, health scores, findings, and trends. Everything runs locally: no hosted server, no external database, and no centralized storage. Developers install once, activate per repo with sentinel init, then run sentinel watch for continuous intelligence or sentinel scan --deep for full audits. SentinelAI’s core value is persistence:

Learn how modern AI agents interact with the live web through hands-on workshops, real infrastructure, and a community builder weekend in San Francisco. 📅 May 25–31, 2026 • May 25 – 30: Online Build Phase • May 30: Hybrid Build Day (Online & Onsite) • May 31: Demos & Awards (Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite in San Francisco. 🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft. 📍 On-site Venue (May 30–31): The Web Data Loft 625 2nd St, San Francisco, CA 🏆 $5,000 cash prize + Bright Data AI Startup Program opportunities 🍕 Free food, drinks, networking, workshops, mentorship, and live demos 🧑‍💻 Apply now to build AI agents powered by real-time web access.

Build solutions that improve how software is built. Work with an AI that understands your codebase, helping you reduce repetitive work and build with real context. ⏳ Build your project in 48 hours. 🚀 Get hands-on with IBM Bob and explore how AI fits into real development workflows before it becomes standard. 💡 Build tools and workflows that developers would actually use. ⭐ Learn directly from experts throughout the event. 🤝 Join a team or build solo. 💰 Prize pool: $10,000 🧑🏻‍💻 Register before the Kick-Off Stream and start building with Bob.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.