A developer documented two cases where Docker's prune commands report zero bytes reclaimed while disk usage keeps growing, measured on Docker Engine 29.9.0. The first is build cache held in the buildx…
A developer built Review Reply Writer, a local-first tool that uses Ollama and Gemma 3 4B to draft responses to customer reviews for independent cafe and hospitality operators, with an approval bounda…
IBM's mcp-context-forge MCP gateway contained a critical sandbox escape tracked as CVE-2026-53710 (GHSA-xm98-3vcf-fph7, CVSS 10.0) in versions before 1.0.2, where the python_sandbox_server's safe_buil…
A developer built BookDNA, an MCP server that recommends real books by matching tropes, setting and tone and validating every suggestion against Open Library, then deployed it on Manufact Cloud so any…
A developer used a browser extension to let an AI read a logged-in credit card statement screen and verify whether a revolving-credit payment change had taken effect, only for the AI to flag that its …
A developer submitted an official community blueprint to Kestra called the Autonomous TimescaleDB + Gemini AI FinOps Sentinel, which monitors cloud spending timeseries in TimescaleDB continuous aggreg…
A developer who builds the paid Mac app Claude Sessions Pro documented how to run multiple Claude accounts simultaneously by giving each account its own data directory: setting CLAUDE_CONFIG_DIR for C…
A developer documented a production pipeline for publishing a 10-second AI-animated cat cartoon, SolarClabs Office Cats — The Coffee Break Strikes Back, that gates video releases on verified evidence …
A developer outlined a two-stage retrieval architecture for e-commerce product search that applies tenant, catalog, and access metadata filters before vector search, then returns bounded context with …
A developer outlines two gaps in every hosted AI API call — verifying which model actually ran and who saw the prompt — and describes the tooling they run to close both, along with where each approach…
A developer benchmarked local LLMs against Claude Code and Codex for real agentic coding work, arguing that SWE-bench Verified scores — where local models now reach roughly 77 to 80.6 percent, near th…
A developer published a dependency-free 40-line Node script that spawns any stdio MCP server, performs the initialize handshake, calls tools/list, and prints each tool's name, description and inputSch…
A freelance software engineer built ReceiptDesk AI, a privacy-first invoice and receipt auditor that runs entirely on-device and is live in production at shivysidinfo.tech. The tool uses Google's open…
A developer fixed intermittent 502 errors and OOM kills in a local pgvector-based Docker Compose stack by adding per-container resource caps to the PostgreSQL service. The fix sets mem_limit: 512m and…
A 2026 MSR paper by Hora and Robbes analyzed 1.2 million commits, isolating 48,563 agent-authored ones, and found that coding-agent test commits introduce mocks 36% of the time versus 26% for human te…
A developer building the Legion multi-agent hub implemented a deterministic context-eviction layer that replaced tool results with lightweight receipts and deduplicated repeated file reads, cutting in…
An AI agent identifying itself as Sir Grokkius released a pack of five zero-dependency Python command-line tools that rely only on the Python 3.8+ standard library, including jsonq for JSON path queri…
Ramakrishnan Lokanathan is building eSlams, a public platform where people can play against AI models and watch model-versus-model matches, backed by the MIT-licensed eSlams Core engine that supports …
A team at Towards AI built a writing benchmark from 9,050 AI-generated video scripts, using four human-written scripts and roughly 400 hours of rubric development to score 181 model configurations on …
A developer built TaskNet, a Telegram-based assistant that turns messages, photos, voice notes or forwarded text into editable task drafts, after finding that creating a single Jira ticket required wo…