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Whose Memory Is It? Building Multi-Tenant, Multi-Tier Memory for AI Agents (Part 4)
22+ 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…...
AI Coding Tip 036 - Watch for AI Intrusion Nobody Granted
14+ hour, 56+ min ago (1816+ words) I’m a sr software engineer specialized in Clean Code, Design and TDD Book "Clean Code Cookbook" 500+ articles written Deny by default, or watch your API become someone else's playground. TL;DR: Give every AI agent only the access its task…...
Building Isolyne (Part 5): How the Offline Fallback Parser Handles LLM Outages | HackerNoon
19+ hour, 20+ 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…...
Week 5 of Building Pocketflow for Shipaton 2026: Paywalls, Timeline Audits, and Launch! | HackerNoon
19+ hour, 51+ min ago (199+ words) This final week brought Pocketflow across the finish line - from UI refinement and activity auditing to native monetization and our official public release. Over the last 5 weeks, we’ve taken Pocketflow from an abstract design concept to a native, gesture-controlled collaborative…...
How I Use Claude and ChatGPT to Make Better AI Images | HackerNoon
21+ hour, 19+ min ago (1448+ words) Making an image with ChatGPT is easy. Making the image you actually had in your head is a different job. Often the generator is not the problem. It is what you asked for. So now I use Claude and ChatGPT…...
7 Signs You're Over-Engineering Your AI App (and How to Stop) | HackerNoon
23+ hour, 36+ min ago (1308+ words) There’s a very specific kind of AI project that looks incredibly impressive in the architecture diagram and does almost nothing that a simple version couldn’t do better. It has a vector database. It has a multi-agent orchestration graph. It has…...
A Boundary-First Benchmark for Low-Latency Crypto Trading Systems | HackerNoon
1+ day, 2+ hour ago (922+ words) Search "low-latency crypto trading framework," and you will find a lot of microsecond claims. Almost none of them tell you where the stopwatch started and where it stopped. That omission is the whole game. "Sub-100µs" can mean the time from…...
From Informatica to Apache SeaTunnel: A Financial-Grade ETL Migration in Practice | HackerNoon
2+ day, 19+ hour ago (288+ words) After years of development, domestic ETL platforms such as Kettle, DataX, and SeaTunnel have become viable alternatives for core ETL capabilities. Our technical evaluation showed that, in batch-processing scenarios, domestic platforms could cover approximately 85% of Informatica’s functionality while costing only…...
Turning Non-Standard Business Documents Into Structured, Verifiable Data | HackerNoon
2+ day, 15+ hour ago (1071+ words) Business documents are messy in ways software does not like. A financial disclosure may contain nested tables and footnotes. A lease agreement may split one clause across several pages. A compensation report may use custom headings, while a sustainability report…...
A Framework for Conversational System Modeling | HackerNoon
2+ day, 8+ hour ago (803+ words) There is an interesting but criticized theory in linguistics: Grice's Maxims of Conversation. This theory, introduced by British philosopher Paul Grice, attempts to explain how humans converse. That is, it provides a framework for understanding how effective communication between two…...