BestHub
Sign in

All Articles

140490 articles · Page 58 of 7025
Programmer DD
Programmer DD
Jun 20, 2026 · Artificial Intelligence

Why Vercel Eve’s ‘One Directory per Agent’ Design Makes Building Production‑Ready AI Agents a Breeze

Vercel Eve is an open‑source framework that bundles durable workflows, sandboxed execution, human‑in‑the‑loop approvals, sub‑agents, multi‑channel adapters, tracing and evals into a filesystem‑first layout, turning a few hundred lines of demo code into a production‑grade, version‑controlled, observable AI agent system.

AI agentsAgent frameworkSandbox
0 likes · 16 min read
Why Vercel Eve’s ‘One Directory per Agent’ Design Makes Building Production‑Ready AI Agents a Breeze
Raymond Ops
Raymond Ops
Jun 20, 2026 · Operations

Eliminate Monitoring Blind Spots: Hands‑On Enterprise‑Grade Prometheus + Grafana Deployment

This comprehensive guide walks you through the end‑to‑end setup of a production‑grade Prometheus and Grafana monitoring stack, covering architecture choices, installation steps, configuration details, high‑availability designs, performance tuning, security hardening, troubleshooting, backup strategies, and best‑practice recommendations.

AlertingGrafanaHigh Availability
0 likes · 49 min read
Eliminate Monitoring Blind Spots: Hands‑On Enterprise‑Grade Prometheus + Grafana Deployment
DataFunSummit
DataFunSummit
Jun 20, 2026 · Artificial Intelligence

Harness Engineering: Execution Control, Safety Boundaries, Human‑AI Collaboration, and Multi‑Agent Design

In a 90‑minute DataFunTalk live session, experts Huang Jia, Qu Xiangmou and Yao Binbin dissect ten critical challenges of moving AI agents from demo to production—covering sandbox vs permission boundaries, checkpoint design, rollback strategies, tool‑call safety, multi‑agent coordination, human‑in‑the‑loop control, observability, and memory management—to illustrate how rigorous engineering, not just model capability, enables trustworthy, controllable agents.

AI agentsExecution ControlHarness Engineering
0 likes · 18 min read
Harness Engineering: Execution Control, Safety Boundaries, Human‑AI Collaboration, and Multi‑Agent Design
DataFunSummit
DataFunSummit
Jun 20, 2026 · Big Data

Building an Agentic Analytics Platform for the Gaming Industry with SelectDB

The article analyzes the fourfold challenges of game‑industry data analysis—high timeliness, massive concurrency, heterogeneous sources, and petabyte‑scale volumes—and explains how SelectDB’s evolution to an AI‑Ready, Agentic platform with MCP and a semantic layer addresses these issues through real‑time OLAP, multimodal processing, and autonomous decision loops.

AI-ReadyBig DataGame Data Analytics
0 likes · 16 min read
Building an Agentic Analytics Platform for the Gaming Industry with SelectDB
Architecture and Beyond
Architecture and Beyond
Jun 20, 2026 · Industry Insights

AI’s Probabilistic Core: Redefining Information Flow, Decisions, and Responsibility

AI’s probabilistic nature forces organizations to rethink how information moves, how decisions are made, and who bears responsibility, by exposing error‑prone, context‑dependent outputs, categorizing hallucination costs, reshaping job boundaries, and demanding new governance, evaluation, and accountability frameworks.

AIGovernanceLLM
0 likes · 20 min read
AI’s Probabilistic Core: Redefining Information Flow, Decisions, and Responsibility
IT Services Circle
IT Services Circle
Jun 20, 2026 · Artificial Intelligence

How I Doubled RAG Accuracy with These Optimizations

This article walks through a complete RAG pipeline, identifying common pitfalls from document preprocessing to prompt construction, and provides concrete Python and Java examples, chunking strategies, embedding tweaks, hybrid retrieval, reranking, advanced techniques, and evaluation methods to reliably double retrieval accuracy.

Artificial IntelligenceEmbeddingPrompt Engineering
0 likes · 35 min read
How I Doubled RAG Accuracy with These Optimizations
IT Services Circle
IT Services Circle
Jun 20, 2026 · Information Security

Win11 UEFI Update: Why It Could Brick Your PC

The article explains the role of the legacy UEFI CA 2011 certificate, its upcoming expiration on June 24 2026, how Microsoft’s new CA 2023 certificates coexist, the risks of blacklisting, and what users should know before manually updating or relying on automatic updates to avoid a bricked system.

CA 2011CA 2023Firmware Certificate
0 likes · 11 min read
Win11 UEFI Update: Why It Could Brick Your PC
IT Services Circle
IT Services Circle
Jun 20, 2026 · Industry Insights

Linus Says AI Is Just a Tool: “Atmosphere Programming” Works for Throwaway Code but Not for 35‑Year Projects

In a candid Open Source Summit interview, Linus Torvalds explains how AI has boosted Linux commit activity by about 20%, helps uncover bugs, yet floods maintainers with duplicate vulnerability reports, prompting new disclosure policies and highlighting the limits of AI for long‑term, heavily maintained software.

AILinuxOpen-source
0 likes · 32 min read
Linus Says AI Is Just a Tool: “Atmosphere Programming” Works for Throwaway Code but Not for 35‑Year Projects
Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Jun 20, 2026 · Artificial Intelligence

How I Burned $15K on Claude Code in a Month and Finally Mastered Skill Writing

After spending nearly $15,000 on Claude Code and Codex in a single month, the author discovered that most of his dozens of skills were never invoked, learned the progressive‑disclosure mechanism, rewrote skill descriptions, added verification steps, organized skills as folders with scripts and hooks, and now knows how to identify and optimize the truly useful skills.

AI agentsClaude CodePerformance Optimization
0 likes · 19 min read
How I Burned $15K on Claude Code in a Month and Finally Mastered Skill Writing
Java Tech Enthusiast
Java Tech Enthusiast
Jun 20, 2026 · R&D Management

When a Tech Team Shows 3+ Red Flags, It’s Just a Makeshift Crew

The article outlines five tell‑tale signs of a dysfunctional technical team—impulsive tech decisions, a one‑person tech leadership, chaotic multi‑head management, obsessive process formalism, and a performance‑over‑substance culture—warning engineers that such environments waste time, erode skills, and may merit leaving.

R&DSoftware Developmentorganizational culture
0 likes · 8 min read
When a Tech Team Shows 3+ Red Flags, It’s Just a Makeshift Crew
Java Tech Enthusiast
Java Tech Enthusiast
Jun 20, 2026 · Artificial Intelligence

Why Even the Gatekeeper Knows Claude Code Better Than I Do – Lessons from My Team Presentation

Claude Code is a powerful yet pricey AI coding assistant, and this article reviews the community‑driven "claude-code-best-practice" repository, detailing its four‑dimensional guide, token‑management tricks, workflow modules, hot new features, and a curated list of 83 practical tips to help developers use the tool efficiently.

AI coding assistantClaude CodeGitHub
0 likes · 8 min read
Why Even the Gatekeeper Knows Claude Code Better Than I Do – Lessons from My Team Presentation
Data Party THU
Data Party THU
Jun 20, 2026 · Artificial Intelligence

Can Large Language Models Fall into a Silent Spiral? Uncovering AI Opinion Monopoly and Governance Solutions

This article examines how large language models can autonomously generate a digital “silence spiral,” suppressing minority viewpoints and creating opinion monopolies, outlines empirical evidence from recent ACL and arXiv studies, and proposes a three‑dimensional governance framework spanning technical, regulatory, and research interventions.

Large Language ModelsRAGgovernance framework
0 likes · 17 min read
Can Large Language Models Fall into a Silent Spiral? Uncovering AI Opinion Monopoly and Governance Solutions
21CTO
21CTO
Jun 20, 2026 · Backend Development

A Practical Go Guide for Ruby Developers: Key Differences and Tips

The article walks Ruby and Rails developers through why Go’s static typing, explicit error handling, lightweight goroutines, and single‑binary deployment make it a powerful tool for performance‑critical services while recommending Rails for main‑line web development.

Error handlingGoGoroutine
0 likes · 6 min read
A Practical Go Guide for Ruby Developers: Key Differences and Tips
21CTO
21CTO
Jun 20, 2026 · Industry Insights

Is GitHub Crumbling? How Cursor, GitLab and Zed Are Rebuilding Code Hosting

Amid AI‑driven traffic overload, GitHub struggles with billions of commits and pull‑requests, prompting Cursor’s Origin, GitLab’s Project Switch, and Zed’s DeltaDB to redesign version‑control infrastructure, while industry leaders debate new metrics, model ownership and the future of IDEs.

AI agentsCursorDeltaDB
0 likes · 12 min read
Is GitHub Crumbling? How Cursor, GitLab and Zed Are Rebuilding Code Hosting
PaperAgent
PaperAgent
Jun 20, 2026 · Artificial Intelligence

Vertical Domain Agents Gain 88.5% Boost by Adapting the Runtime Interface, Not Retraining

The paper shows that many failures of deterministic LLM agents stem from mismatched model‑environment interfaces, and introduces LIFE‑HARNESS—a four‑layer runtime harness that extracts reusable failure patterns from training trajectories without updating model weights, delivering an average 88.5% relative performance gain across 126 model‑environment settings.

Deterministic AgentsLLM AgentsLife-Harness
0 likes · 8 min read
Vertical Domain Agents Gain 88.5% Boost by Adapting the Runtime Interface, Not Retraining
PaperAgent
PaperAgent
Jun 20, 2026 · Artificial Intelligence

Anthropic Unveils Claude Code Artifacts: Turning AI Agents into Live Collaborative Pages

Anthropic’s new Claude Code Artifacts turn AI agent outputs into live, shareable visual pages that capture full session context—including code, connectors, and dialogue—enabling teams to view, update, and collaborate on agent work without additional infrastructure, thereby reducing communication overhead across engineering, security, and FinOps workflows.

AI agentsAnthropicArtifacts
0 likes · 6 min read
Anthropic Unveils Claude Code Artifacts: Turning AI Agents into Live Collaborative Pages