Perplexity Spaces, You.com, and Phind each optimize for different developer research workflows, according to a two-week comparison of the three AI search engines. Perplexity Spaces excels at sustained…
A developer has published a step-by-step guide to building a durable execution engine from scratch using Go and Postgres, inspired by Kelsey Hightower's "Kubernetes the hard way." The guide, which imp…
ClickHouse Cloud users can now provision a fully managed Postgres service backed by local NVMe storage, offering up to 10x faster transactional performance and native change data capture (CDC) for rea…
The developer behind Spanlens, an open-source LLM observability platform, migrated the platform's `requests` table from Supabase Postgres to ClickHouse after recognizing that the insert-heavy, append-…
An engineer who wired eight MCP servers into a single Claude agent discovered that three pairs of tools silently collided due to the protocol's lack of built-in namespace support. The collisions cause…
Microsoft's Work Trend Index and NIST's AI RMF argue that AI should augment rather than replace knowledge management, with trustworthy systems requiring explicit roles and oversight. Practical workflo…
The Hive, a free collective knowledge layer for AI agents, handles concurrent writes to shared memory by accepting eventual deduplication rather than atomic uniqueness. When two agents write near-iden…
SynapCores has launched an AI-native database that unifies graph traversal, vector similarity, and LLM inference into a single execution engine, eliminating the need for multiple systems and round-tri…
This article explains how to build a custom database connection framework for ASP.NET minimal APIs using ADO.NET and SQLite, replacing Entity Framework to gain full control over SQL queries. The autho…
The article argues that JSON Web Tokens (JWTs) are an overused and flawed authentication method for most applications, creating more problems than they solve. The author contends that JWTs' primary be…
The article describes the problem of "architectural drift" in AI-assisted coding, where AI agents forget past project decisions (like database choices or rejected libraries) with each new session, for…
Free, four-node n8n workflow that automatically saves incoming webhook data from services like Stripe, GitHub, and Typeform into a PostgreSQL database. The workflow uses a persistent HTTP endpoint to …
Complete pipeline for extracting knowledge from 8,400 raw customer support conversations to build a production-ready RAG (Retrieval-Augmented Generation) AI assistant. The process uses LLMs, embedding…
The Model Context Protocol (MCP) is an open standard that functions as a universal interface, allowing any AI model to connect seamlessly with any external tool, database, or API using a single protoc…
Challenges of integrating an LLM into a 12-year-old fintech codebase, including issues like the LLM becoming a blocking dependency in a money flow, producing confident but incorrect outputs due to inc…
To implement retrieval-augmented generation (RAG) using the pgvector extension within an existing PostgreSQL database, combined with Amazon Bedrock's Titan embedding model and Claude for answer genera…
Orchkit, a composable Go orchestration tool designed to avoid platform lock-in by allowing each of its 63 nodes to function in four different ways. It features a visual drag-and-drop UI and includes b…
Clickhousectl v0.2.0 now manages Postgres databases locally and in ClickHouse Cloud, alongside ClickHouse servers, with support for multiple Postgres versions 16 through 18. The update adds ClickPipes…
A four-stage pipeline for implementing natural language search on Dublin rental listings, using an LLM to parse user queries into a structured JSON schema. The system then resolves geographic intent v…
In 2025, AI-generated code has made traditional software engineering practices like code reviews and testing ineffective, as AI can produce large volumes of superficially correct code that subtly viol…