TrendPulse

Enterprise teams should choose between RAG, fine-tuning, and re-training based on what needs to change in the AI system. RAG improves access to current enterprise knowledge, fine-tuning improves response consistency, and re-training improves deeper domain capability. The right approach starts with identifying whether the problem is knowledge, behavior, or capability.

Let's learn about Algorithms via these 321 free blog posts. They are ordered by HackerNoon reader engagement data. Visit the Learn Repo or LearnRepo.com to find the most read blog posts about any technology. content 1. What does the time complexity O(log n) actually mean? Knowing the complexity of algorithms beforehand is one thing, and other thing is knowing the reason behind it being like that. 2. Java Algorithms: Merge k Sorted Lists (LeetCode) An easy approach to the ...

Hong Kong looks less like a market being shut down and more like one being formalized. Recent CSRC penalties on brokers like Tiger, Futu, and Longbridge suggest Beijing is targeting gray-area cross-border activity, not ending financial openness outright. At the same time, Hong Kong is expanding its regulated digital-asset stack: it issued its first fiat-backed stablecoin licenses to HSBC and an Anchorpoint Financial consortium, and Standard Chartered launched Hong Kong’s first G-SIB-backed insti...

CertiK, known for auditing over $600B in crypto assets, has become an Institutional Masternode Validator on the XDC Network — a shift from passive auditing to active infrastructure involvement. With over $3B lost to hacks in 2025 alone, security remains institutions' top barrier to crypto adoption. CertiK's move, alongside XDC's other validator partners like SBI Holdings and Deutsche Telekom, signals growing institutional confidence in RWA tokenization and trade finance infrastructure.

Designing a Better Banking Experience focuses on rebuilding trust and usability in finance amid AI, deepfakes, and digital disruption. The article argues that future banking wins by combining modern design, embedded services, and visible trustworthiness in an era where reality itself feels increasingly simulated.

Is agentic AI heading toward a TCP/IP moment, something ships and wins by adoption, or an OSI moment?

Four simple exercises help ServiceNow practitioners assess their mindset, choose a skill focus, check momentum, and plan the next month.

Social Discovery Group redesigned its external referral system to make it simpler and more transparent for both referrers and candidates. During the process, they uncovered major issues with tracking, ownership, and communication across teams. Fixing these required not just UI improvements, but deeper workflow and data alignment. The key insight: referral systems fail more from process gaps than design flaws.

97% of podcasts die before episode 15. Decentralized Voices hit 70, featuring builders from the Ethereum Foundation, OKX, Centrifuge, Matter Labs, Base, Starknet, Optimum, and more. These are the lessons Daria Strategy learned the hard way.

Auto Split helps turn generated or uploaded 3D models into printable FDM parts with smart cuts, watertight caps, and 3MF export.

Creators already have access to AI tools for content, analytics, copy, and storefronts—but most work in isolation. fypro.ai was built to remove that friction by connecting the creator workflow into one AI growth engine. In minutes, creators can move from TikTok account analysis to audience insights, monetization fit, viral content planning, and a fully branded storefront—while keeping ownership of their data.

Cyrano Video transformed its debugging and customer support workflows with PlayerZero, reducing engineering hours for support and bug fixes by 80% while enabling Customer Success to resolve 40% of issues without developer escalation. By combining session data, automated triage, and AI-powered root cause analysis, PlayerZero improved release quality, accelerated incident resolution, and strengthened collaboration across engineering and support teams.

Distributed backups, cyber resilience, and a half-million records are preserving Palestinian history beyond any single building or border.

A study based on 47 million galaxies found that the cosmic web retains patterns on enormous scales, which could force a reevaluation of a pillar of cosmology.

The Office of Professional Responsibility has opened more than 100 cases over what ICE officials call “incidents of doxing and threats” against ICE employees.

A new study suggests that when our star becomes unstable in 5 billion years or so, Earth may avoid being engulfed by its fiery demise.

This midrange mini RGB LED television has a high-end price but doesn’t match the brightness and contrast of more advanced models.

Whether you’re looking to boost your productivity or your Fortnite stats, these are the top keyboards for the job.

The 300-mile Torcal arrives in September, but considering what's come before with Ferrari, Porsche and Mercedes, has the company timed its EV entry right?

Even Realities, an ex-Apple team building camera-free smart glasses, raised $150M from Meituan and Tencent at a $1B valuation.

Every PHP project eventually needs a PDF — an invoice, a ticket, a report, a signed contract. And every time, you hit the same two walls: Generating PDFs usually means mpdf , which is GPL-2.0 . Fine for internal tools, a licensing headache the moment you ship it inside a commercial, OEM, or on-premise product. Merging or importing existing PDFs (stamp a watermark, prepend a cover, overlay a letterhead) means FPDI — and FPDI's PDF-parsing add-on is proprietary . dskrip...

Single-agent AI systems peaked in 2025 — you gave one LLM a prompt, some tools, and a goal, and it did reasonably well on bounded tasks. In 2026, multi-agent systems have moved from research demos to production infrastructure. Gartner reports a 1,445% increase in multi-agent system inquiries from Q1 2024 to Q2 2025, while Salesforce's 2026 Connectivity Benchmark Report found organizations use an average of 12 agents, projected to grow 67% within two years. The AI Systems cluster covers the ...

When I decided to build Pairio , an app that securely mirrors notifications between two Android devices, I knew the technical requirements would be steep. The app needed to intercept notifications in real-time on one device, instantly transmit them to a paired device, and run continuously in the background without being killed by Android's aggressive battery optimizations. Most importantly, it had to be 100% private and secure with zero data retention. Here’s a deep dive into the arc...

If you have ever tried to price a bare-metal server, you know the game: a big " from $X/mo " on the landing page, then the actually-orderable configs cost two or three times that, half of them are out of stock, and the cheap one ships "in 3–5 business days." This is a price-checked shortlist of where to rent a genuinely cheap dedicated server in 2026 — who each provider is for, roughly where pricing starts, and the catch. I pulled the numbers for the last entry from a live, daily-refreshed da...

Hey DEV community! 👋 If you have been playing around with generative AI APIs for content creation, marketing, or app development, you already know how powerful tools like HeyGen and D-ID are. But if you have actually tried to scale a project using them, you have definitely hit the exact same wall I did: the massive credit paywall. As an indie developer and the founder of LCD Media Games, I was trying to integrate dynamic media into my workflows. I needed a reliable way to generate talking phot...

Today I'm about to start building a project I always wanted since I was a kid. I signed up on this platform to share my learnings and to learn anything that could be useful to my work. Hope it goes all well :)

If you run more than one OpenClaw agent — or agents that talk to peers outside your VPC — you have probably felt the friction: every instance needs its own API keys, every redeploy breaks hard-coded webhook URLs, and sessions_send alone cannot prove who sent a message. IdentyClaw Passport adds a portable trust layer on top of OpenClaw: a stable 12-letter tokenId , mutual authentication (HOLA) on whatever channel already carries messages, and three complementary wire surfaces — A2A , ...

Why Web Systems Collapse Under Real Load — and Why We Keep Believing the Benchmarks “In the lab, PHP served 12 million operations per second. In production, it barely reaches 500 requests per second.” This is not an exaggeration. It is the difference between the controlled environment and the real world . Every week, we are fed magical numbers: “Redis does 100,000 ops/sec” , “Node.js handles thousands of concurrent connections” , “Laravel is fast and secure.” But when ...

"The power of WordPress has always lived in its thousands of functions, scattered across core, plugins, and themes — undiscoverable to anything except a developer willing to read the source." — that's roughly the problem the WordPress AI Team set out to fix, and the Abilities API is their answer. If you've built anything non-trivial on WordPress, you already know the pattern: you need a piece of functionality, so you write a function, hook it somewhere, maybe wrap it in a REST route if some...

Part 4 ended with a question I couldn't answer: has anyone actually measured what gate decisions do on the reconstructed provenance vector versus the original? Not argued from first principles. Measured. Nobody in the comments had data. Neither did I. So I built the harness: provenance-compaction-lab . Four arms, one oracle Four provenance-tracking arms observe the same synthetic trajectory — same seed, same degradation events, same merges. They differ only in what happens...