I'm building @aurorallm — the cheapest way to call every LLM. Open-source. Auto-routes to the cheapest capable model. Cut your bill.

earth
Joined January 2025
DeepSeek v4.1 flash High vs mimimax m3.1 flash High
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Critical Vulnerabilities PHP CVE-2026-109618 / CVE-2026-109619, fixed in 8.4.27. Four services, one command: - 8.4.26 target - 8.4.27 control - chain A: session injection + LFI - chain C: handler mismatch 15 Suricata, 5 Sigma, 7 ModSecurity, OpenResty. Replay-tested on pcaps.
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Whole lab is docker compose — vulnerable target, patched control that must fail, two patch-independent chains. Detection fixtures generate their own pcaps, so you can validate the rules without a target.
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Why 1001 form parts before the interesting ones? To blow past max_input_vars and force the parser into the OOM path. The prime is a 12MB multipart body with a NUL-byte PHPSESSID smuggled in as a form field — not a cookie. PHP truncates the key at the NUL.
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Second request leaks libphp through a 56-byte HashTable page. Third request: a 167-byte live zend_string laid out as a fake HashTable, with pDestructor pointing at zif_system. Command budget after the struct: 14 bytes. `id>/out/p1` fits. Barely.
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The bug: session.upload_progress + memory exhaustion during request startup. PHP hands back uninitialized heap in the session cookie. A 26-char session id comes back as ~4KB of live pointers. First leak = where the heap is. That's ASLR dead.
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I wrote detection rules for a PHP RCE, then measured whether they fire. Suricata 8.0.7 inspects ~4KB of a request body. The exploit puts its payload at ~90KB. Every deep-content rule I wrote was decorative. 🧵
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If you are in tech, let's connect.
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One rule I gave the model for this one: Nothing in the scene is drawn or animated in code. No canvas snow. No SVG weather. No fake light. Just a photo plate, looping video on identical cover rules, and a measured 1546×1017 canvas that scales to any screen. prompt in comments
🤖 Made with AI
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I gave an AI 1,400 words of instructions and almost no freedom. Exact easing curve. Exact breakpoints. Exact pixel where the headline is allowed to sit. It built a 3D photo sphere with an intro film and a custom cursor. The prompt is free. Repo in the reply.
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Everyone is building ai agents. Nobody is building the thing that stops an agent from spending $4,000 overnight because a retry loop got stuck. Autonomy without a cost ceiling isn't a product. It's a liability with a roadmap.
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A router with a hard budget per call and per day fixes most of this. Not a smarter agent. A cheaper, bounded one. aurorallm.online
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Gurveer retweeted
Most apps that call LLMs have the same setup: hardcoded API keys, manual provider switching, bespoke retry logic. Aurora Gateway - is The fastest LLM gateway you integrate into your backend. npm install -g iaurora aurorallm.online/ github.com/aurorallm/aurora
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