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…
OpenAI launched Patch the Planet, a program with Trail of Bits that uses AI to find and fix vulnerabilities in open-source software, addressing growing supply chain risks. The initiative has already i…
A developer built a Model Context Protocol (MCP) server in Go using approximately 200 lines of code, demonstrating how Go's concurrency features enable lightweight servers that enhance AI agent capabi…
OpenAI launched new security tools including the GPT-5.5-Cyber model, an updated Codex Security plugin, and the Patch the Planet open-source initiative. The company shifts from vulnerability discovery…
A developer tested LLM code translation by passing a Go program through 10 languages and back, finding the final Go version grew from 94 to 443 lines while retaining correctness. The experiment used a…
A developer benchmarked compile performance of Rust, Go, and TypeScript on a medium-sized project, finding Rust's cold build takes 3-5 minutes with high CPU usage, Go's build completes in under 10 sec…