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🚀 I reached 1,001 views on DEV!
43+ min ago (24+ words) I just did it! I looked at my DEV dashboard and noticed that my profile has reached 1,001 total... Tagged with community, discuss....
Episode 286: System One in Coding Agents \ stacker news
52+ min ago (357+ words) We do a dramatic reading of TypeSafe founder Diogo's post about the intersection of Jev and coding agents, covering: "Here's what every author of a coding agent has done with this post in the last 12 hours, unless they're dumb. They've…...
High-Throughput LLM Inference & Training: A Deep Dive into vLLM
1+ hour, 16+ min ago (555+ words) Editor's Note: Originally published on the g factor engineering blog. All benchmarks and telemetry... Tagged with ai, machinelearning, python, gpu....
Agentic Flow for a Simple SPA Anyone Can Build
1+ hour, 9+ min ago (947+ words) I've got three sites live that look nothing like each other, and I vibe-coded all of them. An agent wrote every line across 97 pull requests; I reviewed the screenshots and merged. Under the hood they're the same thing: a folder…...
Polymarket TWAP Market Maker: Quote Engine Design
1+ hour, 4+ min ago (852+ words) Learn how a Polymarket TWAP market maker combines fair value, order-book state, inventory, and TWAP data for adaptive quoting. A market maker does not need to predict every short-term price movement. Its harder problem is deciding where to quote, how…...
ephemora-cell 1.0.4: a stateless MCP tool server, now on PyPI!!
1+ hour, 3+ min ago (392+ words) No initialize handshake. No session state. Restart or load-balance the server between calls — clients never notice. tools/list answers with CacheableResult fields (ttlMs: 3600000, cacheScope: "private") so hosts can cache the tool list, and unknown versions are rejected with -32022 naming the…...
Custom Password Reset API Selection for Auth Systems Without Webhooks
1+ hour, 35+ min ago (637+ words) This decision applies differently to the two messages. A password-reset email carries a short-lived capability, so stale retries can create confusing or unsafe behavior. An order receipt records a settled payment, so losing the send request leaves a gap in…...
Keep the Score Contract Out of the Agent's Write Set
1+ hour, 28+ min ago (803+ words) A green CI job on an agent branch is not a score. It is a claim that the tree the agent left behind still exits zero. Those claims diverge as soon as the agent can delete tests, rewrite goldens, skip…...
Sandboxing PDF Processing in PHP with Bubblewrap
1+ hour, 33+ min ago (1286+ words) What happens when your PHP application processes an untrusted PDF with an external binary? Most of us never think about it. A user uploads a file, a controller stores it, a queued job runs a command-line tool on it, and…...
Building a Serverless AI Tech-News Bot with Node.js, Gemini and GitHub Actions
1+ hour, 29+ min ago (591+ words) I wanted to build a project that combined several technologies into one practical automation pipeline: The result is the Chaos Routine Bot, a serverless technology-news agent that runs every morning and generates an AI-assisted briefing. The high-level pipeline is: The…...