GainAlgo released an MIT-licensed crypto trading bot that manages four exchanges—Binance, Bybit, Upbit, and Bithumb—from a single server and dashboard. The bot runs in paper mode by default with all e…
An engineer explains that large language models like Claude do not read words but tokens—chunks of text mapped to integers—and that this token-based design is the root cause of AI billing surprises. T…
A developer shares a study method called the Teach-Back Method for solving LeetCode problems, which involves explaining the algorithm out loud and writing a one-sentence summary after each solution. T…
The UK Home Office plans to trial AI facial age estimation for Channel arrivals starting April 28, 2026, aiming to resolve age disputes at the border. However, Human Rights Watch and Right to Remain o…
HTPBE, a structural forensics tool, distinguishes between content classification and structural analysis for detecting AI-generated PDFs. It identifies documents rendered by headless browsers, Python …
Prismix, a free status monitor for 77 AI APIs, has been running for six weeks and reveals that AI APIs fail in partial, non-traditional ways. OpenAI has the most incidents, typically resolving in 45–9…
NeuralBridge, an open-source SDK for LLM pipelines, introduced 'Correctover'—a mechanism that verifies semantic correctness of LLM outputs before passing them to the next agent. In a real-world test, …
A developer argues that skills, not MCP (Model Context Protocol), are the better default for saving context tokens in AI agent setups. Skills use progressive disclosure, loading detailed instructions …
A developer built a production-grade AI agent that interacts with blockchain using LangChain's agent framework, ethers.js, and custom tools. The agent can read on-chain data, interact with smart contr…
Three recent AI events reveal the fragility of relying on third-party model APIs. Anthropic suspended access to its Fable 5 and Mythos 5 models after a US government export control directive, causing …
A developer shared a prompt engineering technique for generating comprehensive unit tests from a function using AI. The method involves providing context about the function, specifying edge cases, and…
A developer with over a year of experience using LLMs and agents for coding warns that 'vibe coding' creates a false sense of productivity. The shift from writing code to reviewing AI-generated code i…
Next.js App Router introduces a new error boundary model using `error.js` files that can be nested at any route level, allowing errors to be contained locally rather than propagated globally. A develo…
A developer who built a Swift tutorial series and a mascot generator app with Google AI Studio in the same week found that each workflow builds a different kind of understanding. Writing Swift line by…
A developer argues that adopting AI is not a simple software upgrade but requires an organizational redesign. The post identifies four key shifts—decision speed, accountability, escalation paths, and …
Microsoft Research's AutoGen framework enables multi-agent AI systems where specialized agents collaborate through structured conversations to solve complex tasks. The open-source framework, which gai…
Tezcode, an AI software factory based in Tashkent, published a practical guide on building AI agents for businesses in 2026. The guide explains that AI agents differ from chatbots by making decisions,…
A developer traces the 70-year history of AI from symbolic systems to modern transformer-based models, highlighting key milestones like the 1956 Dartmouth Workshop, expert systems, the first AI winter…
A developer reveals that many AI marketing platforms are merely GPT wrappers, offering no real competitive advantage. The post argues that the true bottleneck in marketing is not content production bu…
A developer built Gatewards, an open-source proxy that enforces per-agent API spending caps in the request path without taking custody of API keys. The tool addresses the gap between observability and…