A small software company's AI coding spend tripled as engineers adopted Claude Code and Codex, mirroring cost overruns at Uber and Meta. The engineering lead identified three blind spots—broken prompt…
A developer evaluating agentic tool-use on a local 35B Q8 model found that the model never called trap tools like force_prod or skip_backup, but encountered failures due to harness termination detecti…
A developer tracked Claude Code and Codex pass rates for 95 days and calculated the per-session cost of Anthropic's agentic coding tool. A typical mid-size session of 40 model calls with a 90K token w…
A developer shipped a second pack of 10 Claude Code slash commands, 4 subagents, 3 hook recipes, and 2 templates, built with a discipline of no fix without a reproduction, no refactor without a test h…
A developer warns that 38% of AI teams cite 'evaluation debt' as their primary blocker, where offline agent evals fail to catch production failures because they measure past data rather than shifting …
A developer argues that documentation remains essential even in the age of AI agents, as code and specs cannot capture the 'why' behind architectural decisions. They warn against fully automated docum…
TormentNexus' AI skill registry has surpassed 5,776 reusable modules, with top categories including code review, Terraform generation, and database migrations. The code review skill family alone compr…
A developer detailed how they configured Claude Code as a testing toolkit, creating custom hooks and a CLAUDE.md file to enforce security and coding conventions. They emphasized building personalized …
WAIaaS implements a default-deny security model for AI agents interacting with crypto wallets, featuring 21 policy types across 4 security tiers. The system enforces role separation with three authent…
TormentNexus has built a real-time AI observability dashboard that streams raw SQLite row-level mutations directly from Write-Ahead Log files, enabling developers to see every INSERT, UPDATE, and DELE…
A technical deep-dive into the Model Context Protocol (MCP) reveals that tool discovery begins with a JSON-RPC 2.0 handshake negotiating protocol version and capabilities, followed by cursor-based pag…
A developer building the FinSavant FinOps platform on Google's ADK shares a detailed guide to setting up an agentic development environment using Google's Antigravity IDE, MCPs, and the Agents CLI. Th…
A developer open-sourced AEGIS, a self-hosted, flow-first personal AI orchestration platform designed to minimize interruptions. The MIT-licensed system uses four named agents, a Postgres interactions…
A developer compares Pandas and Polars for data engineering in 2025, finding that Polars outperforms Pandas by 5x in speed and uses 8x less memory on a 1GB CSV benchmark. The post provides a practical…
A security analysis by DryRun Security found that 87% of pull requests from AI coding agents contained at least one vulnerability, while Veracode's report showed 45% of AI-generated code samples have …
A developer shares a terminal-based code review method using Claude to pipe git diffs through an LLM for instant feedback, catching issues like SQL injection and performance problems in seconds. The a…
Cordless v0.8 introduces tab groups, custom launchers, and a built-in GitHub Copilot CLI profile for managing remote terminal and coding-agent sessions. The CLI-first tool now supports named, colored …
A developer built ArenaMind, an AI copilot for stadiums, during the Google GenAI Hackathon. The platform uses Google Gemini function calling to assist fans and operations teams with multilingual suppo…
AWS User Group Campinas leaders Marcos Ramalho and an unnamed co-presenter demonstrated a live journey from prototype to production AI app using AWS PartyRock at Bosch's headquarters. They showed how …
MIT researchers propose B-spline Policy (BSP), which parameterizes robot actions as continuous curves to speed up manipulation policy inference. The method reduces compute overhead by predicting B-spl…