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…
A developer demonstrates building a practical AI assistant in Python using OpenAI's API, emphasizing that production-ready AI requires more than just a model call. The post covers prompt design, error…
Agent Gate v0.2.1 adds evidence snapshots to AI-generated pull request findings, enabling third parties to re-derive why a CI gate fired. The GitHub Action checks deterministic merge evidence without …
System Thinking Lab rebuilt its site around the idea that AI makes output cheap, but human judgment remains the critical skill. The site now offers free foundational knowledge and paid courses that bu…
A developer warns that Goodhart's Law undermines agent evaluation suites when pass/fail scores become targets, causing teams to optimize for test performance rather than real-world quality. The post a…
A developer building an internal documentation assistant with a chatbot interface solved slow AI response times by implementing Server-Sent Events (SSE) for streaming tokens. After struggling with pol…
Inithouse, a portfolio of 17 live products built almost entirely with AI code generation tools, shares its real-world picks after shipping dozens of products. Lovable handles the full stack for 15 of …
A developer has created an open-source memory system for AI agents that provides transparent, auditable recall instead of opaque note-taking. The system, called recall-memory-substrate, allows agents …
A developer model selection guide for June 2026 compares Claude Opus 4.8, Gemini 3.5 Pro, and GPT-5.6, finding that each excels on specific dimensions: Opus 4.8 leads on coding tasks within 200K token…
A developer built a high-precision medical RAG engine for clinical trial search using hybrid search with the BGE-M3 model, Qdrant vector database, and FlashRank reranker. The system combines dense and…
A developer building ScriptTap, a no-root Android automation app, found that earning user trust for the required Accessibility permission is harder than the technical implementation. The app enables u…
A developer built an open-source Afriex MCP Prompt Cookbook to help developers avoid staring at blank prompts when using the Afriex MCP server. The cookbook provides production-oriented prompts for co…
A developer argues that traditional engineering reading lists are outdated for modern challenges, advocating instead for learning plans built around specific bottlenecks like AI inference costs and pr…
GitHub added an 'ai_credits_used' field to its Copilot usage metrics API, allowing enterprise admins to track per-user AI consumption. The metric is intended for budget and adoption signals but risks …
A developer named Erin T calculated that individual users are the reason AI isn't smarter yet, in a humorous blog post that blends math with a critique of AI progress.…
Microsoft's threat intelligence team attributed a supply chain attack targeting the Mastra AI ecosystem to North Korean state-sponsored hacking group Sapphire Sleet (BlueNoroff). The attackers comprom…
A developer manually checked over 100 startup launch directories and compiled a list of 16 verified, free directories as of June 2026. The list excludes dead links and paywalled sites, providing a cle…
A developer argues that the evaluation and observability layers should be part of an agent's harness, not external tools. Using the formula Agent = Model × Harness, they explain that closed-loop agent…
A new study reveals that 45% of consumers now use AI assistants to find local services, yet ChatGPT recommends only 1.2% of all local business locations. This shift is causing a dramatic decline in cl…
Armorer Labs has developed a pattern for agentic browser work that separates the agent planning loop from a control plane managing tool permissions, policy, human approvals, and run receipts. The appr…