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Slaunt launched on Hacker News' Show HN, offering a platform that gives AI agents scoped, tenant-isolated permissions and an immutable, queryable log of every agent action. The tool ingests conversations, agent activity,…
A developer surveyed six AI memory systems — Cognee, Mem0, Letta, Supermemory, Zep, and Mnemoverse — to determine whether any publish an input that accepts an explicitly negative verdict on a recalled memory and changes …
A developer published a comparison of traditional RAG versus agentic RAG architectures in .NET using Semantic Kernel, reporting that traditional retrieval-augmented generation costs about $0.004 per query with 2.1s p95 l…
Artificial Analysis benchmarked Cognition's Devin Fusion, which pairs a frontier model with the cheaper SWE-2 model as a sidekick, finding the GPT-6 Astra pairing costs 43 percent less and runs 31 percent faster than a C…
A three-stage agentic pipeline combining static scanning, LLM-driven CWE reasoning, and autonomous exploit verification in isolated Docker containers found that 14.53% of statically clean Python samples were exploitable …
Canadian mathematician and Fields Medal recipient Jacob Tsimerman has founded the Mathematical A.I. Safety Institute (MAISI), an independent research institute in the San Francisco Bay Area that plans to begin work in Ja…
Jason Isbell, David Lowery, Guy Forsyth, and Ed Calle filed a class action lawsuit on Monday (Aug. 31) accusing Suno of violating artists' rights of publicity by encoding their musical personas as tokens in its AI model,…
Researchers introduced AutoScientist-Quant, a self-evolving framework that treats quantitative investment research as a budgeted search problem, enabling a single controller to decide whether to improve, combine, pivot, …
CodeYam CEO and cofounder Nadia Eldeib published the final installment of her personal-website build series, with the finished site now live at nadiaeldeib.com. The post covers final testing across devices, browsers, and…
Sparrow Wallet released version 2.5.4 on August 27 after an AI-assisted security review found no fund-threatening vulnerabilities, patching DNS leaks over Tor, hardening hardware wallet integrations, and scrubbing sensit…
A developer detailed the architecture of a dedicated ASP.NET Core guardrail microservice on Kubernetes that validates LLM requests, enables instant policy updates via Redis, and scales with custom HPA for high throughput…
A developer who watched a workshop by a Cursor speaker on building systems that ship hundreds of pull requests monthly with AI agents is seeking communities, Discord groups, and individuals to follow for similar hands-on…
A developer launched skanfirmy.pl, a free REST API and MCP server that aggregates Polish company verification data from the Ministry of Finance, KRS, GUS, and EU VIES into simple JSON endpoints. The service checks VAT st…
Jesse Vincent reported that his agentic harness Evener, powered by GLM 5.2, autonomously developed a C compiler for ARM64 macOS in Swift that successfully compiled SQLite and passed a basic smoke test, including INSERT a…
GLM-5.3 and Claude Fable 5 finish within noise of each other on DeepSWE accuracy, but GLM-5.3 costs a fifth as much per task and wins every multi-attempt metric. Fable 5 leads pass@1 by 0.7 points (69.7% vs. 69.0%), but …
GLM-5.3, an open-weight model from Together AI, solves 85.9% of DeepSWE tasks at $6.61 each when cascaded with GPT-5.6 Sol, compared to Sol alone at 72.7% for $8.37, making the cascade 13 points better and 21% cheaper. S…
China's massive data scale gives it a fundamental advantage in AI development, according to a new analysis, as the sheer volume of digital interactions, sensor data, and industrial logs from its integrated digital econom…
A developer who runs a side hustle stack including freelance work, a SaaS product, a YouTube channel, and a blog found that an AI API affiliate program added $350 to $600 per month with only about two hours of maintenanc…
In a comparison of DeepSeek V4 Pro 0813 and GPT-5.6 Sol on the DeepSWE benchmark, a cascade strategy using DeepSeek first and escalating to GPT-5.6 Sol solves 83.0% of tasks at $3.35 each, while GPT-5.6 Sol alone solves …
DeepSeek released V4 to general availability, with V4-Pro moving to the 0813 build and V4-Flash to 0731, and ClawBox AI sessions now automatically use the new builds. DeepSeek's reported figures show V4-Pro's DeepSWE sco…