Daily bookmarks: relevant news, facts and discoveries.
Articles 1219
Engineering ·
Published on August 9, 2026, this community benchmark compares seven self-hosted memory providers for Hermes Agent, using 71,060 conversation turns and 3,750 questions about facts that change over time.
Engineering ·
Published on August 9, 2026, the entry describes EnvACE, a reinforcement-learning method that alternates tool-call generation and internal world rehearsals during training.
Engineering ·
Published on August 9, 2026, obfus.h is described as a macro header for compile-time C obfuscation on Windows x86/x64 using tcc.
Engineering ·
A post published on August 9, 2026 describes kits that relay login and MFA interactions with a real service to intercept the resulting session cookie. It cites Evilginx, Modlishka, and Muraena.
Engineering ·
A survey analyzes 108 systems that learn from software development interactions and use those experiences to change memory, workflows, tools, or model parameters.
Engineering ·
Published on August 8, 2026, the account describes Argus, a runtime for long-horizon agentic tasks, and reports 78% on SWE-Bench Pro versus 59% for Direct Copilot.
Engineering ·
Published on August 8, 2026, the guide introduces the libuv event loop, notes conceptual similarities with other systems, and explains its usefulness for analyzing asynchronous code in C and C++.
Engineering ·
Published on August 8, 2026, the item presents Semantica, an open-source project that turns data into knowledge graphs and records agent decisions for later tracing.
Engineering ·
A 2015 article examines practical attacks on privacy and availability in 4G/LTE mobile communications, a topic relevant to engineers assessing mobile network risks.
Engineering ·
The toolkit now supports LoRA training for MiniMax H3, initially limited to text-to-video and image-to-video. The announcement says it uses quantized Comfy weights.
Engineering ·
Published on August 2, 2026, the bookmark describes a searchable MSLK reference covering kernels, APIs, and developer utilities, created with agents, according to its author.
Engineering ·
An article published on August 2, 2026 explains the applied mathematics behind Transformers and attention mechanisms, including methods aimed at reducing computation and memory costs.
Engineering ·
A publication dated August 1, 2026 reports that safety adjustments about consciousness also reduced mind attribution to other entities in three models; mechanistic interventions reportedly restored these tendencies.
Engineering ·
A change updates the default checkpoint to model version 0731 and installs its encoder on both ranks in a two-DGX-Spark inference setup.
Engineering ·
A GitHub repository presents a reproducible GLM-5.2 EXL3 MTP3 serving configuration and a thermal profile for four RTX PRO 6000 Blackwell GPUs.
Engineering ·
Published on July 28, 2026, the NIP-AE document specifies Buzz's memory feature. The project says its formal specifications are intended to support implementation and interoperability.
Engineering ·
Published on July 28, 2026, a GitHub repository collects serving failures that can go unnoticed and describes symptoms, mechanisms, checks, and fixes.
Engineering ·
A reading list covers papers on Universal Transformers, Relaxed Recursive Transformers, Mixture-of-Recursions, and DeepLoop to compare recurrent computation and parameter sharing.
Engineering ·
A July 25, 2026 post reports adding Baidu Unlimited OCR to mlx-vlm and plans to evaluate it with an OCR benchmark.
Engineering ·
Published on July 25, 2026, the post warns that device-code authentication phishing can occur over Ethernet or the internet, not only on Wi-Fi networks.
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