Chatbot.witarist.com, a B2B tool, lost leads due to offline chat at night. The team implemented auto-replies from documentation and a visitor radar that shows live site activity, significantly improvi…
Pulse Code Modulation (PCM) is a fundamental method for representing audio digitally, converting sound waves into numerical samples through sampling and quantization. PCM is widely used in WAV files a…
A developer has added a local setup harness to the A-Modular-Kingdom (AMK) project that automatically configures local AI agents to connect to the AMK MCP server. The harness includes a bootstrap scri…
Jolidon HOUNGUE, a web developer from Benin, has joined DEV.to to share projects and connect with the tech community. He works with HTML, CSS, JavaScript, PHP, Laravel, SQL, Linux, and Git, and is cur…
A critical vulnerability chain in LiteLLM, a widely deployed open-source AI gateway, allows attackers starting from a default low-privilege account to achieve full server takeover and code execution. …
Anthropic's guide on agentic design patterns categorizes all agentic systems into workflows and agents, where workflows use predefined code paths and agents let LLMs dynamically direct their own proce…
Nylas released Agent Accounts in beta, offering a simplified provisioning flow for hosted mailboxes that requires only a single POST request instead of the traditional OAuth consent screen and refresh…
Nylas has introduced Agent Accounts, a beta feature that collapses multiple identifiers for email, calendar, and webhooks into a single grant_id. This single handle allows autonomous agents to perform…
Nylas has released Agent Accounts in beta, enabling developers to scale from a single test mailbox to thousands of agent mailboxes across customer domains. The system uses a single POST request for pr…
Nylas has detailed how its Agent Accounts land in workspaces, with a default workspace acting as a safety net for unplaced accounts. The workspace carries policy limits and rules that govern agents, a…
A senior backend tech lead and founder of HostingGuru warns that many developers have accidentally committed API keys to Git history, often through .env files or hardcoded keys in AI coding tools. He …
A developer warns that AI agents with retry logic can double-charge customers when a network failure drops the response to a write operation like a payment. The agent, unable to distinguish between a …
A developer built a web tool that checks a user's hardware in the browser, pulls model info from Hugging Face, estimates memory requirements, and returns a simple yes/no/maybe answer about whether a g…
A developer demonstrates how to build an AI trading strategy workflow without creating a full trading bot. The approach leverages existing tools and APIs to automate trade decisions based on machine l…
A developer's field guide categorizes AI agent users by their technical proximity and needs, from non-technical users who want reliable task completion to executives focused on strategic outcomes. The…
Watch Cortex, a threat-classification AI, runs on-agent in under 8ms without cloud calls or GPUs. The system uses a gradient-boosted decision tree ensemble for primary classification and a lightweight…
Shrijith Venkatramana, developer of git-lrc, explains how kernel fusion reduces memory bandwidth bottlenecks in LLM inference. By combining multiple GPU operations into a single kernel, intermediate d…
A developer integrated 12 MCP servers into their OpenClaw instance to scale their personal automation stack, enabling agents to access services like Claude-3.5, GPT-4o-mini, Stable Diffusion, Pinecone…
A developer explains how headless CMS teams can optimize content for AI answer engines like ChatGPT, Perplexity, and Google AI Overviews through Answer Engine Optimization (AEO). The key advantage of …
A developer built an anomaly detection system for API endpoints that return 200 OK but are actually broken, using per-endpoint rolling baselines and three-sigma thresholds instead of machine learning.…