Aloha! 🌺 Meet Ornith-1.0, a family of open-source LLMs specialized for agentic coding.
Ornith-1.0 spans the full parameter sizes including 9B Dense, 31B Dense, 35B MoE, and 397B MoE. It achieves state-of-the-art performance among open-source models of comparable size on coding benchmarks including:
✅Terminal-Bench 2.1(77.5)
✅SWE-Bench(82.4 on verified, 62.2 on pro, 78.9 on Multilingual)
✅NL2Repo(48.2)
✅SWE Atlas(41.2 on QnA, 42.6 RF, 39.1 TW)
✅ClawEval(77.1)
Post-trained on top of gemma4 and qwen3.5, Ornith-1.0 employs a novel self-improving training strategy in which reinforcement learning is used to generate not only solution rollouts, but also the task-specific scaffolds that drive those rollouts. By jointly optimizing the scaffold and the resulting solution, the model generate higher-quality solutions in agentic coding.😎
All models are released under the MIT license, enabling full commercial and research use.
📖Tech Blog: https://t.co/qT9N2HYWFn
🤗Huggingface: https://t.co/PRrwqjeBtM
Four years ago, this was my home. I visited it again yesterday.
I come back every now and then not because I miss the struggle, but because I never want to forget where I started.
It reminds me to thank God for how far He’s brought me, to stay humble, and to keep working hard.
The gap between where I came from and where I’m going should always be greater than the gap behind me.
Alhamdulillah. The journey continues.
Nigeria’s insecurity and political double-dealing are making peaceful self-determination urgent. Nigeria needs to separate before the country deteriorates further. Adding Terrorists into our military is Nwike formation.
PDP in APC🎯
√16 ÷ 2 = 1 + 1 = 2
I earned $6,000 for an SSO bypass in @Hacker0x01 !
💡Tip:
Always test authentication endpoints with encoded whitespace. A simple %20 (trailing space) bypassed SSO completely and fell back to the legacy login flow.
The Issue:👇
The application normalized input after checking for SSO eligibility. By appending an encoded space to the email parameter, the check failed and the request was routed to the standard auth flow.
#bugbountytips #hackerone
Apparently, @AnthropicAI doesn't like it that I, a bona-fide security researcher, am using Claude (Sonnet 4.6) for fixing bugs in a publicly available honeypot (Cowrie). WTAF?!