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100+ Users, Free API Keys and ₹0 Cloud Budget: How I Built Kairos
40+ min ago (760+ words) I wanted to build a simple RAG system. That sentence aged badly. The original problem was actually pretty simple. We were organizing a departmental event called Kairos, where participants had to study company information and create pitch decks. The organizers…...
Six Checks to Run Before You Trust a Number Your Own Harness Produced.
1+ hour, 3+ min ago (1710+ words) I built a measurement harness. I found ten bugs in it. Every one made my results look better than they were, and not one was found by reading the code. Here is the checklist that came out of that. It…...
Whose Memory Is It? Building Multi-Tenant, Multi-Tier Memory for AI Agents (Part 4) | HackerNoon
3+ hour, 36+ min ago (1782+ words) This is a 4-part series on how agents remember:building short-, medium- and long-term memory thatscales across users, agents, and kubernetes clusters. Alice and Bob both use our agent platform. On Monday, Alice worked on a support incident, and the…...
Building Isolyne (Part 5): How the Offline Fallback Parser Handles LLM Outages | HackerNoon
45+ min ago (315+ words) What happens when an LLM call fails on flaky Wi-Fi? How we engineered a deterministic fallback engine that keeps our mobile app 100% functional offline. The dirty secret of many modern "AI-native" mobile apps is that they are completely bricked the…...
Ephemora Cell: a capability-based WASM sandbox for untrusted AI code
36+ min ago (369+ words) AI agents do not only answer questions. They write code, call tools, and load plugins. The hard part is not starting that work. It is what the code is allowed to do once it runs. Permission systems answer “may it…...
I pay an LLM to approve bad reviews
36+ min ago (783+ words) Every trip report on my travel site goes through an LLM before readers see it. The most important line in that prompt is not about catching bad content. It is this one, verbatim: "Bad reviews" as in negative. The trip…...
AI-Native Product & Platform Engineering
1+ hour, 47+ min ago (407+ words) Sampli AI's MSc-qualified engineers design, build and run AI-native products and platforms in production. How we take you there Step 1 of 10 · Simply - Insight Step 2 of 10 · Simply - Insight Step 3 of 10 · Simply - Insight Step 4 of 10 · Sampli - Foresight Step 5 of 10 · Sampli - Foresight Step…...
The code looks convincing at first glance, but when run, the
8+ hour, 46+ min ago (330+ words) KuCoin When you visit any website, it may store or retrieve information on your browser, mostly in the form of cookies. This information might be about you, your preferences, or your device, and is mostly used to make the site…...
Self-taught dev with real client work, looking for a team to learn from
1+ hour, 1+ min ago (355+ words) Looking for a free internship/mentorship opportunity. Hi everyone! I'm Monicah, a frontend and WordPress developer based in Nairobi, Kenya. I've worked on real client projects (custom WordPress builds, a full site design for an online learning platform, and website…...
How to Build a Custom Ecommerce Store with Thor Commerce and AI
1+ hour, 7+ min ago (782+ words) Building a custom ecommerce storefront used to mean choosing between two uncomfortable options: start... Tagged with ecommerce, webdev, nextjs....