A Coding Implementation to Build Agent-Native Memory Infrastructure with Memori for Persistent Multi-User and Multi-Session LLM Applications

banner(“Part 5 — Streaming”) mem.attribution(entity_id=”[email protected]”, process_id=”personal-assistant”) stream = client.chat.completions.create( model=MODEL, messages=[{“role”: “user”, “content”: “In two sentences, what do you remember about me?”}], stream=True, ) print(“[stream] “, end=””) for chunk in stream: d = chunk.choices[0].delta.content if d: print(d, end=””, flush=True) print(); time.sleep(WRITE_DELAY) banner(“Part 6 — Async LLM calls”) async def async_demo(): r = await async_client.chat.completions.create( model=MODEL, […]
You don’t need to break the bank to get a powerful keyboard: here are my top 7 picks under $120, including mechanical and magnetic decks

If you aren’t well-versed with the vast and expansive world of keyboards, you might think that a good keyboard costs hundreds and hundreds of dollars — but that couldn’t be further from the truth. While some keyboards from the likes of Cherry and Corsair can cost nearly $200, you don’t need to spend more than […]
Apple Watch SE 3 vs Amazfit Bip 6 — which entry-level smartwatch wins?

Can the $79 Amazfit Bip 6 smartwatch compete with the $249 Apple Watch SE 3, one of the best entry-level smartwatches available in 2026? I’ve tested both models and, to answer that question, I’ve compared the Apple Watch SE 3 and the Amazfit Bip 6 across seven categories: price, design, display, fitness and health tracking, […]
I’ve had Amazon Prime for over a decade — here’s the 9 best perks you’re paying for but probably not using

I’ve been an Amazon Prime member for over a decade. Throughout the years, I’ve seen membership fees balloon from $79/year to $139/year. That’s a lot of money to pay for “free shipping,” especially when I factor in other monthly expenses like my cell phone, internet, and Netflix bills. However, expedited shipping is just one of […]
Dog-proof your dream lawn: Expert tips for beating urine burn, digging and mid-zoomies destruction

It’s no secret that dogs can wreak havoc on a lawn and turn what could potentially be a perfect patch into an expanse of grass dotted with urine spots and unsightly holes. And while dogs will do what dogs do, it would be unfair to keep them off your lawn and curtail their chance to […]
iPhone 20 leak reveals 7 ‘jaw-dropping’ features for the 20th anniversary model

If all the rumors are to be believed, next year is going to be a phenomenal year for the iPhone. 2027 will mark 20 years since the release of the original iPhone, and a launch that changed the face of the smartphone industry forever. And it sounds like Apple is going to commemorate that anniversary […]
OpenAI launches the OpenAI Deployment Company to help businesses build around intelligence

OpenAI is launching the OpenAI Deployment Company, a new company designed to help organizations build and deploy AI systems they can rely on every day across their most important work. Successful AI deployment is about empowering people and teams to do more. The OpenAI Deployment Company will extend OpenAI’s ability to embed engineers specialized in […]
7 top new shows to stream this week including ‘Dutton Ranch’ and ‘The Punisher’ special (May 11-17)

Spring is in full swing and bringing a fresh wave of TV options, including new TV shows premiering on Netflix, Paramount+ and more of the best streaming services, as well as broadcast and cable TV. This week’s new TV slate is led by the “Yellowstone” universe expansion, “Dutton Ranch,” which sees Beth and Rip try […]
I let this Galaxy S26 feature handle my battery, and it actually works

I have never been particularly good at managing my phone’s battery health. I know all the advice by now — avoid charging past 80 percent, do not let the battery drain completely, try not to leave the phone plugged in overnight. I know these habits the same way I know I should probably drink more […]
I stopped treating ChatGPT like Google — and everything suddenly clicked

One of the biggest mistakes people make when using AI for the first time is treating ChatGPT like Google. To be fair, anything you would Google, ChatGPT can answer, but that’s not really making the best use of ChatGPT. Now that ChatGPT offers apps like Spotify, Apple Music, Target, Instacart, TripAdvisor and dozens more, it […]
