Kunal Jaura released isitsecure, an open-source command-line tool that combines SAST, DAST, and LLM-powered code review into a single security scanner for web applications. The tool supports multiple …
Reuben launched Vuci, a platform that makes spoken conversations from podcasts searchable, savable, and shareable. The tool aims to connect topics across audio content and allow deeper reading of inte…
N3MO, a deterministic code intelligence tool that parses source code ASTs into a queryable knowledge graph without embeddings or LLM calls, launched on Hacker News. It enables transitive dependency ma…
A developer detailed a full-stack implementation of streaming LLM responses in Django and React, using Server-Sent Events (SSE) instead of WebSockets for one-directional communication. The approach in…
Security researcher Hacker Fantastic reported a pre-authentication remote root exploit (CVSS 9.6, CRITICAL) against OpenWRT, submitted to the project. The researcher detailed an AI/LLM vulnerability d…
Public AI benchmarks like SWE-bench measure performance on popular open-source repositories but fail to predict how models will perform on proprietary codebases, team-specific conventions, and real-wo…
A developer argues that JavaScript still lacks the ability to ship full-stack modules, unlike ecosystems like Rails and Laravel. They propose that pre-built, well-tested 'full-stack modules' would ben…
A developer argues that reliable use of LLMs depends on maximizing explicit semantic representations, as transformations available to a system are bounded by the semantics in its internal model. Addin…
A developer at a company using Milvus as their vector database built a custom ALTER command in Django to change collection schemas before Milvus had native support. The command creates a new collectio…
A developer team reduced their LLM API costs by 60% through systematic optimization, starting with instrumenting every call to log token counts per request type. The biggest savings came from semantic…
A developer built VisaTrack, an AI-powered visa document tracker using Django, Aurora PostgreSQL, and React. The project required a custom Django database backend to handle IAM authentication, as the …
A developer describes how their team uses OpenAI's structured outputs feature to enforce JSON schema compliance in LLM responses, eliminating parsing failures in production Django applications. By pas…
A developer built a Markdown converter for AI agents that reduces token usage by over 93% compared to raw HTML. The tool, available as TypeScript and Python packages, uses content negotiation to serve…
A U.S.-based technology company is hiring remote software engineers in Iran, Greece, Albania, Turkey, Bosnia, and Latin America, prioritizing skills over traditional credentials. The company seeks ful…
A developer's comparison of Python and PHP in 2026 concludes that Python is the better choice for beginners and those interested in AI/ML, while PHP remains strong for WordPress, client sites, and Lar…
A developer built Carbon.Ledger, a full-stack Django web app that logs user activities, computes CO₂ impact using database-stored emission factors, and provides AI-powered reduction tips via NVIDIA NI…
A sysadmin argues that memcached is often a better caching solution than Redis because its simpler architecture enforces treating it as a volatile cache, avoiding the common pitfall of using Redis as …
A Hacker News user asks what rules teams have for using AI in a durable codebase. A commenter shares that their team uses an Architecture Decision Record and opinionated policies in a Django codebase …
A developer created AINAScan, a deterministic AST scanner that detects 15 structural bug patterns commonly generated by AI coding assistants like GPT-4, Claude, Gemini, and Copilot. The scanner catche…
Fareed, a full-stack and AI developer, is building projects with MERN stack, Django, FastAPI, and exploring GenAI and agentic AI systems. He is seeking freelance work, collaborations, internships, or …