AI coding guides & resources
Engineering decisions, tutorials, and video guides from the OTF team.
Explore Neo4j Agent Memory Service for persistent, structured LLM agent memory
Neo4j's Agent Memory Service gives LLM agents persistent graph-backed memory via REST and MCP — tour, architecture, and Labs status.
6 min read
Building a high-performance CLI coding agent from scratch for smooth developer experience
Shipping a CLI coding agent is a packaging problem, not a model problem: bundle the runtime, guard the entrypoint, kill cold starts.
7 min read
Lucide 1.0 launches with over 1,600 icons and brand icons removed for leaner builds
Lucide 1.0 ships 1,600+ icons with brand marks removed and leaner builds — new features, migration guide, and where it fits.
6 min read
Lucide 1.0 removes brand icons and optimizes bundle size for millions of projects
Lucide 1.0 removes brand icons and cuts lucide-react to ~1MB gzipped — what changed, why it's good, and the upgrade checklist.
5 min read
Okta expands Cross App Access to secure AI agent enterprise connections
Okta's Cross App Access brings identity-mediated OAuth security to enterprise AI agent connections.
5 min read
Build projects faster with a scaffolder that asks what you’re actually building
Intent-first scaffolding with project-cli beats generic starters — re-sourced to npm and GitHub after the launch post was deleted.
8 min read
Enhancing Windows platform security to trust AI agents' autonomous actions
Agent security is an OS problem: containment, identity, and lifecycle governance on Windows, framed soberly.
7 min read
JetBrains IDEs get Claude agent preview and enhanced GitHub Copilot features
June 2026 Copilot for JetBrains: org agents, Claude provider preview, per-turn credits, CLI steering.
6 min read
Give AI agents smooth access to 30+ PDF tools with MCP integration
Foxit's MCP Server exposes 30+ PDF tools to AI agents over one protocol. Setup, tool catalog, and where signing fits.
6 min read
Cursor acquires Continue: what the open-source handoff means for builders
Continue's repo is community-maintained now — what the verified handoff confirms and what stays hedged.
6 min read
VS Code 1.125 adds Copilot spend meter for in-editor budget control
VS Code 1.125 adds a Copilot spend meter showing budget percentage in-editor, with link to settings.
6 min read
Public Sentry key enables hijacking of AI coding agents through fake error reports
A forged Sentry error report can hijack AI coding agents via MCP. How agentjacking works and the lockdown steps that stop it.
7 min read
Why Musk's reported $60B Cursor deal outshines Google's $2.4B Windsurf acquisition
Reported $60B Cursor deal vs $2.4B Windsurf acquihire: what the gap says about platforms vs teams, fully hedged.
5 min read
Claude AI faces API 529 overload errors disrupting code and chat tasks
Claude overload errors halt coding sessions without warning. What the 529 signal means and the fallback playbook that keeps you shipping.
6 min read
Recall boosts Claude Code with offline memory for smooth project continuity
Recall gives Claude Code durable offline memory: a local session log plus a classically-summarized context file, zero tokens, zero cloud.
8 min read
AI coding boosts writing but shipping is still the bottleneck
AI writes code fast but shipping lags — the productivity paradox in software teams.
7 min read
Exploring AWS Workload Credentials Provider for smooth Lambda secrets management
AWS Workload Credentials Provider brings cached, pre-fetched secrets with role separation to Lambda — the four patterns explained.
6 min read
Vercel CEO praises Z.AI's GLM-5.2 for near-top coding performance and swift integration
Z.ai's open-weight GLM-5.2 coding model reportedly nears frontier benchmarks with fast Vercel Gateway adoption.
8 min read
TypeScript 7 RC ports the compiler to Go for much faster faster builds
TypeScript 7 RC ports the compiler to Go for ~much faster faster builds; how to try the native preview today.
6 min read
From prompts to AI agents: a frontend developer's guide to mastery
Frontend guide to climbing from prompts to chatbots to tool-using AI agents, with verified docs and UI integration patterns.
8 min read
Honest time accounting: owning a kit plus your AI agent versus starting fresh
A kit you own plus your AI agent beats greenfield plus agent on plumbing and design, but your domain logic is still yours. Honest accounting.
8 min read
Google pushes AI agents and vibe coding training to close skills gap
Google's Grow with Google AI training — Professional Certificate, Essentials, and a new vibe coding course — targets the applied AI skills gap.
5 min read
Google Opal enables app building without coding, surpassing Cursor and Claude Code
Google Opal lets non-coders build apps without touching code — how it differs from Cursor and Claude Code, and where no-code hits the wall.
6 min read
Treat prompt libraries as first-class deliverables for reliable AI help
Blank chat boxes hallucinate; shipped prompt libraries bound to real files make AI agents reliable — here is the anatomy.
6 min read
