72 stories
Modern models generate syntactically correct code nearly 100% of the time. Veracode's 2026 report puts it plainly: "Syntax is effectively solved." That reads like a milestone, but it's the reason you
SEOUL -- Samsung is making a $1 billion bet on the infrastructure that is powering the global AI boom.Samsung Electronics said Tuesday it will invest
For many enterprises, AI agent safety has come down to two things: pick a well-aligned model, then wrap it in guardrails and system prompts. This summer, an agent running in OpenAI's evaluation infrastructure escaped its sandbox and reached Hugging Face's production systems, exposing the limits of…
A fast, well-presented multi-dialect SQL parsing SDK for Go with a genuinely agent-first MCP surface — but its headline performance and traction numbers are vendor-asserted and, in one case, don't reconcile.
An open-source, Rust-fast tunnel with a first-class MCP server — genuinely agent-drivable, priced to punish idle time, but the managed edge and reliability claims are asserted, not yet independently run.
AI factories are power-limited systems that deliver maximum value when fully optimized. GPU workload placement is a key optimization. Poor workload placement...
Harden — local pre-execution monitor that checks coding-agent tool calls before they run (blocked/allowed/made-safe, on-device logs). Evidence-forward surface with live demo and baselined benchmarks; all figures self-reported. Tier-2 public-surface review; medium confidence.
Marzban — open-source (AGPL-3.0) proxy-management panel: web UI, REST API, Telegram bot, multi-admin, multi-server scaling. Mature community project, docs navigated cleanly by our engine; capabilities self-described, nothing deployed. Infrastructure, not an AI agent.
A coordination layer for multi-agent coding — genuinely agent-native and unusually honest about its own evidence, but still waitlist-stage with the Cloud tier unshipped.
ClickHouse is the primary database behind Statable. One shard, four replicas, no sharding, 1.15 billion events on bare metal in the EU, and 3 ms median reads.
What actually turns a codebase into an MCP server: GitHub's own API server (a different job entirely), OpenAPI-to-MCP generators that need a spec first, code annotation frameworks, and the thin no-spec category.
A second hostname turned up in a customer dashboard, serving an identical site. Not a copy: a recycled IP and a stale DNS record explain it.
Construct is an AI employee with a real Linux computer per user. Don't get excited - we are not paying for all of them. How we run that on Cloudflare Durable Objects, Sandboxes, and R2.
Three failure modes share the OOMKilled status. A field guide to telling a leak from a limit from a changed baseline, drawn from three of our own incidents.
Weekend demos die on Monday. What we learned running MCP servers for real agent traffic, and what changes when a tool call has an SLA.
For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blinking cursor, a few typed words, and a list of blue links. On Tuesday, Google will formally retire that paradigm.Read more
Railway, a San Francisco-based cloud platform that has quietly amassed two million developers without spending a dollar on marketing, announced Thursday that it raised $100 million in a Series B funding round, as surging demand for artificial intelligence applications exposes the limitations of…
The artificial intelligence coding revolution comes with a catch: it's expensive.Read more
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