A developer argues that as stateless models become commodities, the differentiating layer is the "harness" — the infrastructure, context, state, permissions and review loops surrounding a model — and …
Cloudflare introduced Worker Previews, a feature that gives each Git branch its own isolated, production-like environment for a Worker with a stable URL, per-branch configuration and state, and scoped…
Fintech company Ramp deployed an autonomous AI on-call agent called OCA that assisted with 575 merged fixes across 1,220 incident pull requests over four weeks, cutting human investigation time by rou…
Hamel Husain and Shreya Shankar, drawing on work with over 50 AI companies, published an advanced follow-up on building eval systems for AI products, arguing that most teams skip the critical step bef…
Stripe Issuing, Airwallex, and Ramp offer virtual cards with spend limits and merchant category restrictions, but their card-level controls do not identify which AI agent initiated a purchase, whose a…
Vercel posted a Software Engineer, Agentic Infrastructure role paying $196,000 to $294,000 per year plus equity, hybrid in San Francisco or New York City, requiring 3+ years of backend and distributed…
Vercel is hiring a Design Engineer for AI Gateway, its product that connects applications and agents to hundreds of models through one API key, at a salary of $208,000 to $312,000 per year. The remote…
A June 2026 working paper from Ramp economists Ara Kharazian and Ryan Stevens with Revelio Labs' Lisa Simon, pairing Ramp spend data with Revelio Labs payroll records across more than 21,000 US busine…
DeepSeek's chat app and API went down for hundreds of users on September 14, 2026, while the company's own status page at status.deepseek.com showed every listed service as operational with no inciden…
AT&T cut its coding AI costs by up to 56 percent by adopting task-aware LLM gateway routing, according to a production case study that also cites fintech company Ramp's experience scaling AI features …
Enterprise teams including Shopify, Meta, Intercom, Ramp, Snowflake, and ONESTRUCTION have replaced frontier LLM API prompting with compact open models of 8B to 35B parameters trained via reinforcemen…
Ramp's design team used AI prototyping tools, including Cursor, to build high-fidelity interactive prototypes of complex interfaces before deployment, according to a Nielsen Norman Group report. Senio…
A curated GitHub list from GetCassis compiles articles on how data teams built analytics agents, led by Anthropic's June 2026 post on enabling self-service data analytics with Claude, OpenAI's January…
Uber, Pinterest, Stripe, Coinbase, Ramp, and AT&T are cutting AI costs by replacing proprietary models with open-source alternatives and using smart model routing, according to The Pulse. The shift re…
Four organizations—Ramp, Cloudflare, Google's Chrome team, and OpenAI—have published results from letting coding agents find and fix security bugs, with OpenAI reporting a 0.81% false-positive rate an…
Anthropic released Claude Fable 5.1 and Claude Mythos 5.1 on September 1, three months after the first Fable and Mythos models, with Fable 5.1 cutting cache-hit pricing by 75% to $0.25 per million tok…
Anthropic unveiled Claude Fable 5.1 and Claude Mythos 5.1, its latest AI models for enterprise agentic workloads, and cut cached input token pricing by 75% from $1.00 to $0.25 per million tokens. Fabl…
Serval, a San Francisco-based startup, launched Catalyst on August 20, 2026, an AI agent that automates the creation of enterprise IT workflows, moving beyond reactive ticket-based systems. CEO Jake S…
Okta announced the general availability of Agent SSO on August 24, 2026, a new capability that registers AI agents supporting the Cross App Access (XAA) standard as first-class identities in its Unive…
Hightouch, a San Francisco-based Agentic Marketing Platform founded in 2019, is hiring a Software Engineer for Applied AI Research with a salary range of $180,000–$400,000 per year for a remote positi…