A developer launched InterviewPro, an AI-powered interview preparation platform that offers mock interviews, company-specific questions, resume review, and system design preparation. The tool aims to …
A developer argues that the emerging two-layer stack of MCP (Model Context Protocol) for vertical agent-resource integration and A2A (Agent-to-Agent) for horizontal inter-agent communication risks rep…
A developer describes how runaway LLM costs forced them to shut down a perfectly functioning AI pipeline that rewrote job descriptions at scale. The post identifies three common cost pitfalls in AI ag…
Vassiliy Lakhonin's Agenda Intelligence MD project shifts the focus of AI agents from generating answers to assessing whether evidence is ready for human trust. The open-source Python package provides…
A developer built a Python script that uses a SERP API to track Google's People Also Ask (PAA) results over time. The script fetches PAA questions for a set of keywords, saves snapshots as CSV files, …
According to ChartMogul's 2026 analysis of 200 B2B software products, the median free-to-paid conversion rate is just 8%. The teams improving that number in 2026 are using AI-driven trial conversion p…
A developer from TokenBay demonstrates how to switch AI models without rewriting application code by using an OpenAI-compatible API gateway. The approach allows developers to keep the familiar OpenAI …
A developer warns that the most dangerous AI edge is the one that works, as it commoditizes faster than defenses can be built. Nine in ten organizations use AI, but fewer than four in ten see measurab…
A developer argues that browser-based AI agents fail not because of model limitations but because they lack a structured runtime perception layer that captures live page state. The post introduces SiF…
A developer created a Python cleaning layer to sanitize SERP API responses before sending them to an LLM. The approach normalizes fields like title, URL, snippet, and position, stripping out raw HTML,…
A developer created Yumma CSS, a utility-first CSS framework that derives class names directly from CSS properties and values, eliminating the need to learn a separate naming vocabulary. The framework…
A developer argues that coding agents need auditable denylists to enforce file access boundaries, rather than relying on prompts to avoid sensitive files. The developer emphasizes that access control …
A developer reflects on the pitfalls of trying to learn everything at once in software engineering, realizing that constant context-switching and overplanning led to mental exhaustion and unfinished p…
A developer integrated an AI chat panel into PanelControl, an internal management tool, using the Google Gemini API with a dynamic system prompt built from live Firebase data. The system answers repet…
A developer has created claude-code-router, a package that bridges Anthropic's Claude Code CLI with OpenRouter's API aggregator on Linux, enabling model selection flexibility and cost savings via prom…
A solo developer added AI background removal to Convertify, a free image converter, in one week using only Rust and no Python. The backend runs ONNX models natively via the ort crate, avoiding the nee…
Uv, a single-binary Python package manager developed by Astral, has become the go-to tool in 2026, offering 10-100x speed improvements over pip. OpenAI acquired Astral in March 2026 to integrate uv in…
A developer found that improving the rubric for a small LLM judge (Qwen2.5-1.5B) did not increase its agreement with human votes, which remained around 43%. However, swapping to a larger model (DeepSe…
A developer explains the real-world latency behind LLM API calls, tracing the journey from user prompt through submarine cables to data centers and GPUs. The post highlights how geographic distance, e…
A developer built an LLM-as-a-judge from scratch using Qwen2.5-1.5B-Instruct and tested it against the LMSYS Chatbot Arena dataset with human votes. The judge scored answers independently and agreed w…