The MCP protocol is releasing its biggest revision since launch, moving to a stateless design that removes the initialize handshake and protocol-level session. Beta SDKs for Python, TypeScript, Go, an…
A developer warns that AI-generated tests often pass without actually verifying behavior, creating a false sense of security. The solution is mutation testing, which checks if tests can detect code ch…
ProjectDiscovery Nuclei, an open-source vulnerability scanner, suffered from memory and goroutine leaks when embedded in long-running applications. A developer identified three primary leaks: an unbou…
An open-source maintainer rejected a three-line Go patch fixing a ProtonMail authentication bug in the hydroxide bridge, citing it as 'AI slop.' The author, who used a language model for codebase expl…
A developer built five custom automation solutions for small and medium businesses, costing between EUR 500 and EUR 5,000. The projects included price scraping for an auto parts e-commerce site, autom…
A new interview guide for senior Go engineers focusing on AI platform engineering has been published on Leanpub. The book covers LLM gateways, RAG, vector search, Kubernetes, and production failure mo…
A new programming language called Gossamer combines Rust's algebraic data types and deterministic memory management with Go's M:N concurrency model, using reference counting and arena regions to elimi…
A developer built a zero-leak Postgres MCP gateway in Go that enables LLMs to query databases without exposing raw schema or data. The gateway uses dynamic schema reflection to auto-generate tool mani…
Generative AI tools are reshaping developer identities and tool loyalty, with 90% of respondents to the 2025 DORA survey using AI at work. At Google I/O, panelists argued developers should de-skill on…
A developer used eBPF with Go to debug a production issue in an AI-generated service where P95 latency spiked from 40ms to 4 seconds due to excessive kernel-level file I/O calls invisible to tradition…
A developer argues that AI is not replacing programming languages but rather the need to think in them, accelerating a long-term shift from imperative to declarative programming. The value of software…
A developer released AssertGo, a fluent assertion library for Go inspired by AssertJ, after Go 1.27 added generic methods. The library provides chainable assertions for strings, integers, slices, maps…
A developer built Vibe-Memory, an AI-powered semantic memory system that addresses ChatGPT's lack of long-term memory. The system uses pgvector on PostgreSQL and OpenAI embeddings to store and retriev…
A developer who built five MCP servers shares seven hard-learned lessons for production deployments. Key mistakes include returning empty arrays that cause clients to hang, manually constructing JSON …
Travis, a staff engineer with 20 years of experience, built Flywheel, an AI workflow automation platform, solo in 11 months, resulting in a 325,000-line codebase with 702 commits. The platform combine…
Promptctl, a new open-source tool from Naya AI, brings Git-like version control to AI prompts, enabling developers to track, diff, and rollback prompt changes. The tool addresses the common problem of…
A developer released a comprehensive, verified reference for Substack's undocumented internal API, mapping 129 endpoints through 14 rounds of probing. The open-source repository includes an OpenAPI 3.…
Tomasz Tomczyk created Crit, a Go CLI tool that provides a GitHub PR-style commenting interface for reviewing AI-generated plans and code. The tool, which gained nearly 500 GitHub stars in four months…
The privileged status of vulnerability reports has eroded as cheap LLM-generated bug reports flood security inboxes, shifting the bottleneck from finding issues to triaging noise. Maintainers now face…
Google's Agent Development Kit (ADK) and the Agent2Agent (A2A) protocol enable a cross-language multi-agent system where a Python agent using Gemini extracts contract terms and a Go agent validates co…