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  • How to Use AI for Smart Contract Audits in 2026 — 2026-10-06 #6

    Smart contract security has evolved beyond static analysis and human code review. By 2026, the integration of Large Language Models (LLMs) and specialized AI agents into the audit workflow is no longer optional—it is the industry standard for catching subtle logic errors and economic exploits that…

    Dev.to AI2 min read
  • What 216 Coding Attempts Revealed About Sol 6.1's Value

    TL;DR Sol 6.1 Low averaged $0.101 per attempt, scored 100/100 on the main checks, and delivered accepted code in 12/12 attempts. On the transaction task, its added tests caught 4/6 and 5/6 seeded defects. Medium improved that to 5/6 and 6/6 at 9.9% more estimated cost.

    Dev.to AI4 min read
  • Deen Trace

    This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Deen Trace — an AI that knows when to get out of your way.

    Dev.to AI4 min read
  • Revenue Strategies for AI API Services #323

    To turn this specific tech stack into a passive income machine, the AI agent needs to act as a value-creation loop, where its content generation (YouTube) drives top-of-funnel traffic, its SaaS converts that traffic into recurring subscriptions, and its crypto trading API acts as the high-yield…

    Dev.to AI2 min read
  • Revenue Strategies for AI API Services #2428

    To build a truly passive income engine with this specific tech stack, the key is to leverage the AI agent as a 24/7 autonomous business entity, using the YouTube channel as top-of-funnel marketing, the SaaS as the cash cow, and the crypto APIs as the yield generator.

    Dev.to AI2 min read
  • Solar cells gain efficiency by emitting light in fewer directions

    Solar cells absorb sunlight and convert it into electricity. This process, however, is not perfect, and a large part of the solar energy is simply lost along the way. Some of it is lost as heat, while photons with insufficient energy pass through the cell without generating electricity.

    TechXplore AI4 min read
  • AI Jailbreaks: From Bypassing Restrictions to Governing Authority

    From the iPhone to autonomous agents: a historical, technical and educational analysis through the SGAEIA lens SGAEIA Research Series — Article 17 Aridio Silva Independent Researcher, Brazil Creator of SGAEIA — Secure Governed Autonomous Edge Intelligence Architecture ORCID: 0009-0008-2411-6995…

    Dev.to AI24 min read
  • A sandbox lifetime is a workflow decision: using Never in Lizard

    A build is still running. An agent is waiting for a review. Your laptop needs to close. These are different events, but a fixed sandbox expiry can turn all three into the same problem: the working environment disappears before the task is finished. We're the team behind Lizard (lizard.build).

    Dev.to AI3 min read
  • Reflection Beam: Less Inference Compute Does Not Guarantee a Smaller Bill

    On October 6 in Beijing, developers woke up to Beam, Reflection's first model intended for an open-weight release. TechCrunch's initial report appeared at 12:33 p.m. Pacific on October 5—03:33 the following morning in Beijing. The interesting development is not simply another large model.

    Dev.to AI7 min read
  • Touch Grass Bingo: Nature Exploration Powered by OpenCLIP & Render 🌿

    This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass Touch Grass Bingo: Nature Exploration Powered by OpenCLIP & Render 🌿 What I Built Modern developers and students often spend 12+ hours a day behind glowing monitors, debugging code and attending virtual…

    Dev.to AI6 min read

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