OWASP's guidance labels tool output as untrusted because fields like ticket bodies, PR descriptions, and CRM notes can be written by outsiders, yet systems such as Jira, GitHub, Salesforce, and Postgr…
Maneshwar, a developer building LiveReview, an AI code review tool, shares seven techniques for making APIs faster, emphasizing that optimization should follow measurement and profiling. The technique…
A developer detailed the architecture of Ask Leya, a chatbot that answers from a business's own content and hands off to a human when needed. The project uses local ONNX embeddings to avoid per-query …
A developer used Claude Code to prove billing end-to-end against real infrastructure before shipping a SaaS project, which uncovered a race condition in webhook handling. The agent provisioned tempora…
Databricks Senior Staff Product Manager Jonathan Katz said the rise of AI agents is breaking the 40-year-old separation between operational and analytical databases, and introduced LTAP (Lake Transact…
RapidNative's fullstack AI app builder now generates complete data-entry pipelines for React Native forms, including SQL migrations, RLS policies, and Supabase inserts, from a single prompt. The tool …
Supabase's Row Level Security (RLS) is essential for protecting AI-built mobile apps that expose the anon key in client bundles, as it ensures users only access their own data. The post demonstrates h…
As of 2026, data tools shipping their own MCP server include Bruin, dbt, Snowflake, Databricks, and ClickHouse, plus community servers for Postgres, BigQuery, DuckDB, and most databases, according to …
Numeric Citizen, a blogger, solved the problem of querying published content on Ghost by combining the Ghost API, a Postgres-hosted SaaS, an n8n sync workflow, a Claude Skill, and Claude Desktop, enab…
A developer built intent-longbox, a photo-to-listing pipeline for comic shops that combines barcode decoding with LLM re-ranking to identify exact comic issues and variants. The system uses an append-…
DeepLethe released Utopia, described as the first open-source enterprise world model, a bitemporal knowledge graph that records the full course of changing understanding and runs offline on one Rust b…
MemWeaver, a temporal vector database with predictable memory usage, calculates memory cost as a function of vectors, dimensions, and M before deployment, with 1M vectors at dim=128 and M=16 requiring…
PostHog's context warehouse is named the best data warehouse for developers in a comparison that also evaluates MotherDuck, ClickHouse, Databricks, Snowflake, and BigQuery. The article highlights Post…
Maneshwar, developer of LiveReview, a blast-radius aware AI code review tool, explains common failure modes in background job processing, focusing on the dual write problem where a process crash betwe…
Google's Gemini 3.8 Flash, priced at roughly 75 cents per million input tokens, matched or beat pricier frontier models from OpenAI and Anthropic in hands-on tests covering agentic debugging, vision-b…
Panic Room, an open-source MIT-licensed tool, provides a zero-dependency sandbox for AI agents, giving each agent a cloned repo, fake credentials, a throwaway database, and a container, with an audit …
Anthropic's Model Context Protocol (MCP) is emerging as a universal standard for AI-agent data access, likened to the 'USB-C of AI.' Developers can build one MCP server to connect any MCP-compatible c…
Simon Willison, co-creator of the Django web framework and an independent open source developer, discussed on the Talking Postgres podcast how AI is changing software development, sharing examples fro…
An engineer details the architecture and engineering discipline required to move an LLM application from prototype to production, addressing scaling, rate limits, and failure modes. The piece uses a c…
A developer built VanillaPM, a full PMBOK 8th-edition project-management platform, solo in three months for under $700, using AI credits to amplify productivity. The platform is live, free, and includ…