TECH NEWS
Part two of an accidental series. A few weeks ago, I wrote about LLMs having amnesia: I wrote about LLMs and memory and the a16z continual learning essay, and I got the response I usually get when I write something like that and post on Linkedin: a bunch of people
TECH NEWS
Every ecosystem meets the same problem at scale. New projects, new contributors, new influencers, all faster than any team can review. The ecosystem has to decide what is relevant, what is real, what deserves attention, and what should earn support or trust. At a small scale, a handful of ecosystem
TECH NEWS
In most enterprise environments, patching has become the core strategy, but it’s busy, exhausting, and deceptively reassuring. New vulnerabilities are disclosed daily, new versions and functionality arrive faster, and backlogs grow across already complex software estates. In some organizations, vulnerability queues now stretch into the hundreds or thousands, expanding
TECH NEWS
The next serious test for AI will not be whether a system can produce an impressive answer in a single moment. The harder test will be whether that system can preserve identity, authority, provenance, decision lineage, and behavioral coherence after the conditions around it change. Intelligent systems are moving into
TECH NEWS
Welcome to the Proof of Usefulness Hackathon spotlight, curated by HackerNoon’s editors to showcase noteworthy tech solutions to real-world problems. Whether you’re a solopreneur, part of an early-stage startup, or a developer building something that truly matters, the Proof of Usefulness Hackathon is your chance to test your
TECH NEWS
The modern internet is often described as a system of addresses, but not all addresses play the same role. An IP address tells the network where to send packets across the internet. A MAC address, by contrast, identifies the network interface much closer to the ground, at the local link
TECH NEWS
AI is not replacing jobs. It is replacing specific tasks within jobs, and mostly the ones that consume time without requiring the human judgment, relationships, and creativity that make work meaningful. The engineers, teachers, lawyers, and doctors who understand this distinction will thrive. The ones who don't will
TECH NEWS
Most booking apps detect overlapping reservations in application code: pull all stays for the property, loop through them, compare date ranges. This works until two HTTP requests fly in at the same time and the database commits both. Welcome to Saturday lunch with two families standing at the front door
TECH NEWS
A friend of mine sent me a screenshot last week. Eight tabs. Vercel, Neon, Cloudflare, GitHub, Stripe, Resend, a Notion doc with env vars, and a terminal running ngrok. He was three hours into “just deploying a side project” and had not written a line of product code yet. The
TECH NEWS
Proof of Work asks thousands of computers to solve a puzzle that has no value outside the protocol. The winner gets a reward, everyone else’s work is thrown away, and the cycle repeats. The computation is wasted, but the system is very robust. No central authority, no trusted party,
TECH NEWS
Most infrastructure teams have a moment where someone says "we should build a platform." The motivation is real: teams are duplicating work, the current setup is hard to use consistently, and a more structured approach would help. A few months later, the platform is a Terraform module collection,
TECH NEWS
Two years ago, I started integrating AI tools into marketing operations for my clients, from generative content systems and agentic lead handling to AI-assisted decision support and prompt-based workflows. The technology was exciting, vendor narratives were confident, and early experiments looked promising. After working through several client engagements, my focus
