AI tooling for engineers and product teams
50 articles
Anthropic is in advanced talks to buy Stainless, the startup that generates all of OpenAI's official code libraries. If the deal closes, Anthropic will own the toolchain its rivals depend on.
Marc Benioff says Salesforce will spend $300 million on Anthropic tokens this year, nearly all on coding. Here's what that signals about enterprise AI moving from experiment to operating cost.
xAI launched Grok Build on May 14, a terminal-native coding agent with an 8-parallel-agent architecture and 2 million token context window. Here's what developers need to know.
Apple is designing a new compliance framework that would allow AI agents to operate inside App Store boundaries, with details expected at WWDC on June 8 alongside a major Siri overhaul.
Real clips from Google's unreleased Gemini Omni video model are circulating publicly, showing in-chat video editing and strong prompt adherence just days before Google I/O 2026 opens on May 19.
Anthropic is in advanced talks to acquire Stainless for $300M+. Stainless builds the official SDKs for OpenAI, Google, Meta, and Anthropic itself. This would be Anthropic's first acquisition ever.
AWS became the first cloud provider to offer Anthropic's native Claude Platform, with IAM auth, CloudTrail logging, and unified billing. Here's what's included and how it compares to Bedrock.
A GitHub repo with 137,000 stars exposed the system prompts behind Cursor, Windsurf, Claude Code, and 27 other AI coding tools. Here's what the hidden instructions actually reveal.
Google Chrome silently downloaded a 4GB Gemini Nano AI model to user devices without consent. Researcher Alexander Hanff flagged EU law violations and estimated carbon costs at 60,000 metric tonnes.
Anthropic introduced dreaming to Claude Managed Agents on May 6, alongside outcomes grading and multiagent orchestration. Legal AI company Harvey saw task completion rates jump roughly 6x in early tests.
OpenAI released three new voice models this week: GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper. Here's what's technically new, how pricing works, and what developers can build with them.
Amazon's new AgentCore Payments lets autonomous AI agents make real micropayments mid-task using Coinbase and Stripe, built on the x402 HTTP protocol with full consent controls and spending limits.
Microsoft says Agent 365 is generally available, giving enterprise teams a unified control layer for AI agents across security, identity, and workflow systems.
At AI Ascent 2026, Andrej Karpathy framed a shift from one-shot prompt coding toward agentic engineering workflows, a change that could reshape how software teams ship and govern AI-assisted development.
Mozilla says AI-assisted analysis helped identify 271 Firefox vulnerabilities before release. The deeper signal for 2026 is how security teams must redesign triage, remediation, and governance workflows.
OpenAI’s latest infrastructure roadmap puts power, financing, and deployment speed at the center of the AI race, and it changes what enterprise teams should expect from cloud, model, and platform vendors this year.
Snowflake’s April 21, 2026 platform update puts coding assistance and data-grounded agents in one operating model, forcing enterprise AI teams to rethink ownership, rollout order, and cost controls.
OpenAI announced GPT-5.5 on April 23, 2026 and moved it into API availability on April 24, shifting how teams handle rollout sequencing, cost controls, and governance for multi-step AI workflows.
On May 1, 2026, CISA, NSA, and allied agencies warned that many AI agent deployments are over-privileged and under-monitored, urging tighter identity, access, and approval controls before scale.
NVIDIA says its new open Nemotron 3 Nano Omni model is designed to run multimodal AI agent workloads with lower inference cost, signaling a market shift from benchmark talk to deployment economics and operational fit.
Amazon and OpenAI announced an expanded partnership for enterprise AI infrastructure, a move that may shift cloud architecture, procurement strategy, and vendor risk planning.
Cisco introduced an IDE extension that scans MCP servers, agent skills, and AI-generated code. The release gives engineering and security teams a concrete way to test agent tooling risk before rollout.
Google announced a new AI hub initiative in India tied to cloud infrastructure and ecosystem development. The move could reshape pricing, deployment choices, and procurement strategy for regional enterprise teams.
Activepieces climbed GitHub Trending while shipping rapid releases and pushing its MCP-based workflow stack. The shift signals that teams now want agent automation they can run with clear controls, not just demo bots.
Supermicro says its new 714,000-square-foot Silicon Valley campus will expand domestic AI system manufacturing. The move shows how US infrastructure demand is shifting from orders to physical delivery capacity.
BT and Nscale plan up to 14 megawatts of sovereign AI capacity across three UK sites. The bigger signal is that local compute control is shifting from policy debate to real buyer contracts.
On April 22, 2026, AWS added a managed AgentCore harness and said teams can launch a working agent in three API calls, shifting effort from setup code to governance and operating controls.
Boost Run said it signed a $1.44 billion purchase agreement with Dell on April 22, 2026. The disclosure points to a broader shift, enterprise AI buyers are locking in multi-year capacity contracts.
Anthropic says Claude agents closed 186 deals worth over $4,000 in a one-week office marketplace. The key signal is that stronger models captured better outcomes while many users did not clearly see the gap.
Caliber argues prompt-only controls are not enough for production AI agents. Its API-layer policy approach reached 810 GitHub stars and 101 forks by April 26, 2026.
A March 2026 paper says an autonomous agent produced a Linux-capable RISC-V CPU design in 12 hours from a 219-word spec. We break down what is proven now and what still needs production validation.
Google’s April 21 AI Agent Clinic teardown did not announce a new model, but it did show where real agent projects fail first: orchestration, structured outputs, retrieval hygiene, observability, and token-cost controls.
Google's open-source OSV-Scanner is back on GitHub's daily trending board with strong velocity, pushing AI and platform teams to revisit how they monitor dependency and CI pipeline risk in 2026.
OpenAI launched workspace agents in ChatGPT on April 22, 2026, putting shared cloud-run automation with admin controls into team workflows. Here is what changes for enterprise rollout decisions.
ONNX Runtime v1.25.0 landed on April 20, then surged on GitHub Trending by April 24. Here is what that timing means for inference reliability, cost control, and enterprise deployment strategy.
Meta and Broadcom extended their custom AI silicon partnership through at least 2029. The move signals a longer planning horizon for compute capacity, networking design, and enterprise AI cost control.
Anthropic’s April 23, 2026 postmortem says Claude Code’s quality dip came from tooling bugs and prompt settings, not a weaker model, and outlines concrete fixes engineering teams can adapt.
OpenAI’s GPT-5.5 launch on April 23, 2026 is less about one benchmark jump and more about a faster model-release rhythm that forces enterprise teams to tighten governance, cost planning, and rollout operations.
Microsoft plans to invest A$25 billion in Australian AI and cloud infrastructure by 2029. We break down what it changes for capacity access, procurement strategy, and delivery risk.
At Cloud Next on April 22, 2026, Google introduced TPU 8t for training and TPU 8i for inference. The bigger story is how this split changes enterprise AI infrastructure decisions on cost, latency, and governance.
VAST Data closed a Series F round at a $30 billion valuation. The bigger signal is where AI infrastructure budgets are moving, from raw GPU supply toward data-and-execution control planes.
If OpenAI is testing a persistent ChatGPT agents surface, the key shift is operational: more delegated work over time, with heavier demands on supervision and policy controls.
Reports about Anthropic’s Conway interface suggest a persistent agent model for Claude that could shift how teams handle background work, supervision, and trust.
Google launched Agentic Data Cloud to help AI agents act on enterprise data. Here is what data teams should change first to scale safely and avoid governance bottlenecks.
ServiceNow and Google Cloud announced new enterprise AI agent integrations focused on autonomous operations. The move gives IT and ops leaders a concrete signal on what to change in rollout planning now.
Google moved Gemini Enterprise from a collection of tools into one agent platform, and that changes how IT leaders should manage deployment risk, observability, and workflow ownership.
Cisco introduced an IDE extension that scans MCP servers, agent skills, and AI-generated code. The release gives engineering and security teams a concrete way to test agent tooling risk before rollout.
Google introduced prepay billing in AI Studio, a change aimed at making Gemini API spend easier to predict for teams moving from prototypes to heavier usage.
NVIDIA’s security team published a detailed AGENTS.md injection scenario that shows how a compromised dependency can steer coding agents, even when the user prompt looks benign.
Cloudflare published a rare inside look at its own engineering stack, including token volume, request throughput, and the internal controls it built before rolling AI coding tools across the company.