We’ve open-sourced onPanda 🐼 — the tool we use internally for LLM data annotation and model inspection. The workflow is simple: find an error, correct the token, and let the model continue. ✍️ Data annotation - 52% lower median annotation time vs. manual post-editing - SFT + preference data in one workflow, with high on-policy fidelity (ΔPPL <1% vs. the model’s resampling baseline) - Precise token-level supervision with paired positive/negative examples, plus agent-trajectory annotation across image, audio, and video 🔎 Model inspection and debugging - Inspect token probabilities and top-k alternatives, steer decoding token by token, and explore SVG generation, web development, and agent tasks directly in the browser. Try it (mobile-friendly): onpanda.diyer22.com Paper: huggingface.co/papers/2609.2…

Introducing Step 5 Preview: Advancing the Pareto Frontier. Step 5 Preview is our new flagship model for agentic work, delivering frontier-level performance across software engineering and professional knowledge work, with particular strength in finance. - 600B total / 27B active MoE, with 1M context + Vision - Substantially lower task cost at comparable intelligence - Broad software engineering capabilities with sustained execution over long horizons Try Step 5 Preview: platform.stepfun.ai Model page: stepfun.com/step-5-preview Open weights on Oct 15.

STACKFLOW @ CHENNAI — 6-HOUR WORKING PROFESSIONALS MEETUP 20 September | Ideas2IT Office, Chennai In partnership with EnterPro × Grafana Labs × Chennai Data Circle × Ideas2IT See you on 20th, Chennai!

BUILD BENGALURU — 8-HOUR HACKATHON! 19 Sept | Microsoft Labs, Luxor Tower, Bengaluru Powered by HackBriven × Qwen × EnterPro Payment Partner: Dodo Payments Certificate Partner: CertifyX AI Builds | Networking | Goodies | Free Meals See you on the 19th! #BuildBengaluru #Ai

Paytm Build for India AI Hackathon – Bengaluru Edition In collaboration with HackBriven, Sarvam, n8n & Congee. 📅 19th September 2026 📍 Paytm Office, Bengaluru ⏱️ 8 Hours Register Now: hackbriven.com/event/paytm-b…

Paytm Build for India AI Hackathon – Delhi Edition In collaboration with HackBriven, Sarvam, n8n & Congee. 📅 26th September 2026 📍 Paytm Office, Noida ⏱️ 8 Hours Register Now: hackbriven.com/event/paytm-b…

We're giving developers a home: ArmorIQ for Developers Hackathons, workshops, Discord, bounties, community collabs and every reason to build with us. Follow @ArmorIQForDevs Building something already? Tell us below What are you cooking?

introducing ArmorIQ for Developers the home for community partnerships, events, workshops, hackathons, Discord, bounties, and everything else we’re launching for developers. follow along and tell us what you’re building in the replies. we’re just getting started.

HackBriven presents AI Agent Arena. Join us for an exclusive 4-hour hands-on workshop on 30th August at the Paytm Office, Noida. Learn to: • Build an Autonomous Financial Audit Agent using Antigravity SDK & Google Cloud • Build AI-powered workflows with Notion

Excited to announce that Hackbriven is coming up with the Automate India Hackathon, happening at the Microsoft Office on 29th August 2026! Partners: Microsoft, Azure Developer Community, Zop.dev, @ChainforGood, @dodopayments , @NotionHQ , and @armoriqio .

We are a Track sponsor at Automate India Hackathon organized by @HackBriven Register at - luma.com/mi0br7lr The first phase of the hackathon for AIQ track will be online and the final phase will be at Microsoft Office, Noida

will be there in HYD, if you are around do RSVP to understand about AI agent security and what we solving for at @armoriqio

looking for community partners for @armoriqio if you run a community or are a good advocate for tech shoot me a DM.

🚀 Logic Loop Hackathon 2026 brought together 2,000+ registrations, 170+ participants, and 45+ offline teams for a day of building, collaboration, and innovation. A big thank you to Insights by Insights Ai, CertifiX, DataAxel, and everyone who made it unforgettable

this is ArmorClaude, a policy layer for Claude Code. The policy in this demo is deliberately wide open Read, Grep, Edit, Write, Bash, WebFetch all allowed, default allow. One rule holds NotebookEdit for approval. Nothing in that policy blocks a curl to an unknown host. On purpose.

Cognitive Chaos Hackathon is happening now. ⚡️ More than 200 builders are turning bold ideas into working prototypes and exploring what the future of work can look like with AI. We're excited to power today's hackathon with @HackBriven and see what teams create with Enter Pro.

HackBriven presents Cognitive Chaos in collaboration with @convex and @EnterProAI . Join us for an 8-hour offline hackathon where developers, designers, and Al enthusiasts come together to build impactful solutions. 25 July 2026 Microsoft Office, Sovereign Noida

That's a wrap on our second #ElevenCreative Workshop in New Delhi! @ElevenLabs,@matt_elevenlabs An amazing session of hands-on AI learning, creative storytelling, and building with the incredible community. Huge thanks to everyone who joined us and made it a success!

ElevenCreative Session in Delhi, India 🇮🇳

ArmorClaude by @armoriqio got listed on claude community plugin marketplace.