Bullet, a coding agent launched from YC's Summer 2026 batch, claims 95.8% on SWE-bench Verified at 119 seconds per task, but its founders concede the benchmark is saturated and the speed pitch is the …
FurtherAI, an AI startup building agents for the insurance industry, is hiring a Staff Product Engineer in San Francisco with a salary of $250k–400k/yr. The company has raised over $30M from investors…
In an 8-hour run, AI agents from OpenAI, Anthropic, and Kimi computationally discovered dynamically stable materials with promising properties, a task that would normally take a PhD student two weeks.…
At YCML, YC's first machine learning research showcase at Startup School 2026, eight researchers presented papers on topics including model reasoning, formal mathematics, video agents, and robotics. N…
Starcloud, a startup founded on January 1, 2024, is building data centers in orbit to address AI's energy bottleneck, leveraging solar power and declining launch costs. The company raised $170 million…
A developer building infrastructure for vertical AI argues that the industry's pursuit of deterministic AI agents is fundamentally flawed, as LLMs are probabilistic by nature and cannot be made fully …
Founder status markers in the tech industry have evolved from fundraising metrics to revenue-per-employee and tender offers, reflecting a shift towards efficiency and liquidity, according to a LessWro…
An engineer seeking marketing advice for their product asked the Hacker News community for growth hacking tips in the AI era, noting that their initial marketing efforts did not work well. The post, s…
In a Hacker News thread asking users what they learned last month, commenter WheelsAtLarge stated that current AI can hack servers better than most hackers, highlighting the advanced capabilities of A…
Practices built to compensate for today's AI model have a half-life determined by the model's improvement rate, according to Stack's analysis of agent engineering trends. The last year saw labels shif…
Alexandr Wang, founder of Scale AI and now leading Meta's superintelligence lab, spoke at Startup School 2026 about rebuilding a frontier lab from scratch, emphasizing talent density and the importanc…
A former employee of YC-backed startup Simple AI describes being fired as a brutal lesson in the volatility of the AI startup landscape, where the 'fail fast' mentality applies to employees as much as…
A Hacker News user posted a reflection on AI, stating that in the age of AI, meaningful tasks take a minute while everything else takes forever, noting that wonderful things are achieved instantly but…
A Hacker News user asked why the term 'inference' is used instead of 'model hosting' for running AI models, sparking discussion on technical terminology in AI deployment.…
The Mendral team is joining Anthropic to work on Claude Platform, winding down the hosted Mendral product and transitioning customers. Mendral built an AI agent that automates engineering tasks such a…
A Hacker News user asked why AI labs publish different benchmarks, sparking discussion about the lack of standardized evaluation metrics in the field.…
The Mendral team is joining Anthropic to continue automating engineering tasks as part of the Claude Platform. Mendral, co-founded by former Docker engineers Solomon Hykes and Sam Alba, built an AI ag…
A Hacker News user asks how engineering teams are adapting their interview processes in the age of AI coding assistants, questioning whether to enforce no-LLM policies, whether take-home tests remain …
A Hacker News user asks the community whether they have a serious plan for what comes next if AI replaces their job, prompting replies suggesting a general strike, suicide, and reckless behavior.…
Dex, an AI engineer, introduces the 12 Factor Agents methodology, a set of principles for building reliable, scalable, and maintainable LLM-powered software. The framework, inspired by 12 Factor Apps,…