149 stories
SoPhi Harness— Hands that Don’t Freeze: A Tool Interface Built For a Future it Hadn’t Earned Yet Series: Building SoPhi — a Kotlin Agent Harness — Article 06 A line cook working a busy pass …
I built a local-first PDF RAG system, then measured retrieval, reranking, latency, evidence quality, and failure modes to understand where it breaks.
Local LLMs are easier than ever to run, but they’re surprisingly hard to benchmark fairly.Continue reading on Towards AI »
How I built Scraper-CI, a web data reliability control plane for profiling, governing, validating, diagnosing, and recovering web acquisition.
How Does a Neural Network Learn? Neurons, Activation Functions and Loss A neural network starts from a surprisingly simple idea: Take some numbers, multiply them by weights, add a bias, and transform …
Compare an AI video agent with a video generation API and a human editor. Three questions show which video tool fits your workflow.
The Vertex AI setup gotchas I wish I’d known before opening my laptop in front of a clientContinue reading on Towards AI »
How to Scrape Google SERP with Selenium safely: Proxy Setup, Anti-Detection & Troubleshooting Google SERPs contain organic search results, ads, related questions, and other critical insights, making …
AgenticSystemCore: a folder of Markdown texts that people and agents can use in multiple ways Existing technologies for future simpler combined understanding and use An open format that turns plain …
Can an AI Trading Agent Move Profits Into Stablecoins? Yes. An AI trading agent can sell part or all of a position into a stablecoin like USDC when a price you choose is hit, so gains are locked in …
Standard Chartered Says ENA Hits $2. Here’s the Trade A bank just told you a $0.27 token is worth $2. Standard Chartered initiated coverage on Ethena on September 30 with an end-2028 target of $2 …
Extracting Financial Market Sentiment from RSS Feeds Using Gemini and Seaborn Testing zero-shot LLM extraction against keyword baselines in live financial news streams Financial news moves faster …
What to run on a 16GB, 24GB or 36GB Mac, and a five-minute check that shows which one is fastest for the kind of work you do.Continue reading on Towards AI »
Prompt Engineering vs Context Engineering. A Hands-on Cortex AI Walkthrough An example demonstrating how the same prompt and instruction return different severity ratings depending on how much …
Stop Paying Your LLM to Flip Coins 9 design patterns for System One models like Jev and Laya, and how they make AI agents faster, cheaper, and safer Here’s an uncomfortable exercise. Open your …
A coding benchmark shows when API spending reaches $200, while the plan’s real usage ceiling remains unpublished.Continue reading on Towards AI »
Agents Aren’t Chatbots With Extra Steps If you are finding it difficult to pin down what an “AI agent” actually is, some of that confusion is understandable. Two systems can look much the same …
Across 132 graded agent runs on TinyDB, correctness stayed tied while cost, speed, tool use, and code-review tradeoffs split apart.Continue reading on Towards AI »
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