Author

Anna Jey

@towardnextai

articles: 65
total claps: 322
top claps: 51
avg read: 11.1 min
active: 2025-10-01 → 2026-07-16

Wiki topics

AGT · AI Agents · 42 LLM · Large Language Models · 25 💻 · Programming · 22 AI · AI · General · 12 🥊 · Combat Sports · 5 🏛️ · Architecture · 4 GEN · Genomics & Sequencing · 4 ⏱️ · Productivity · 3

Top tags

#ai-agent ·21 #ai-workflow ·13 #ai-agents-in-action ·8 #ai-development ·7 #ai-coding ·7 #ai-automation ·4 #claude-code ·4 #openai-codex ·3 #mcp-server ·3 #ai-workflow-automation ·3

AI SPT

AN Anna Jey · Towards AI

AI Agent Sandboxing for SaaS: How Builders Let Agents Work Without Letting Them Roam

A practical, vendor-neutral playbook for giving AI agents useful power while keeping customer data, credentials, tools, budgets, and…

Jun 03, 2026 · 11 min read · 51 claps #aisandbox #ai-agent #sandbox

AI Agent Sandboxing for SaaS: How Builders Let Agents Work Without Letting Them Roam

AN Anna Jey · Toward Next AI

OpenAI Lockdown Mode Workflow: How Builders Reduce Prompt Injection Data Leaks

An AI assistant does not need to print your private data in chat to leak it. In connected workflows, the leak can happen through a link, a…

Jun 08, 2026 · 12 min read · 50 claps #openai #ai-workflow #ai-prompts

OpenAI Lockdown Mode Workflow: How Builders Reduce Prompt Injection Data Leaks

AI TCH ECO

AN Anna Jey · Toward Next AI

OpenAI Cost Optimization for AI SaaS: A Practical Builder’s Guide to Lower Token Spend

Your AI feature can look profitable in a demo and still quietly lose money in production. The danger is not always a bad model choice. It…

Jun 05, 2026 · 12 min read · 50 claps #openai #ai-cost-optimization #ai-saas

OpenAI Cost Optimization for AI SaaS: A Practical Builder’s Guide to Lower Token Spend

AI TCH

AN Anna Jey · CodeToDeploy

OpenAI Codex Skills Workflow: How Developers Package Repeatable AI Coding Tasks

Most AI coding workflows fail in a very ordinary way: the first run looks helpful, the second run is slightly different, and by the fifth…

Jun 10, 2026 · 12 min read · 50 claps #openai-codex #codex-skills #ai-coding

OpenAI Codex Skills Workflow: How Developers Package Repeatable AI Coding Tasks

AI TCH

AN Anna Jey · CodeToDeploy

GitHub Copilot Cloud Agent Workflow: A Practical Guide for Safer AI Coding Automation

An AI coding agent can now research a repository, create a plan, make changes on a branch, run checks, and prepare a pull request while you…

Jun 06, 2026 · 11 min read · 50 claps #github-copilot #github #ai-agent-development

GitHub Copilot Cloud Agent Workflow: A Practical Guide for Safer AI Coding Automation

AN Anna Jey · Toward Next AI

Antigravity CLI MCP Migration: Move Gemini CLI Workflows Without Breaking Your Tools

Most Gemini CLI migration advice starts with the obvious part: install Antigravity CLI, run agy, and move on. That is fine if your workflow…

Jun 09, 2026 · 12 min read · 39 claps #google-antigravity #mcp-server #google-gemini

Antigravity CLI MCP Migration: Move Gemini CLI Workflows Without Breaking Your Tools

AN Anna Jey · Towards AI

Gemini API Key Security: How Developers Should Lock Down AI Credentials Before They Break…

Google’s Gemini API key change looks small on the surface: unrestricted standard keys stop working, restricted keys keep working, and new…

Jun 22, 2026 · 11 min read · 11 claps #gemini-cli #gemini-api #ai-development

Gemini API Key Security: How Developers Should Lock Down AI Credentials Before They Break…

AI TCH

AN Anna Jey · Toward Next AI

AI Coding Agent Replay Workflow: How Developers Can Review Agent Work Without Guessing

AI coding agents are getting faster. The next bottleneck is not generation speed. It is proving what the agent actually did, why it did it…

Jun 22, 2026 · 10 min read · 9 claps #ai-coding #ai-agents-in-action #ai-workflow

AI Coding Agent Replay Workflow: How Developers Can Review Agent Work Without Guessing

AI GEN

AN Anna Jey · Towards AI

Multi-Agent Workflow Runtime: How to Build Agent Teams That Don’t Turn Into AI Meetings

Multi-agent AI sounds powerful until the first demo becomes five chatbots politely forwarding work to each other. One agent asks another…

May 30, 2026 · 12 min read · 5 claps #multi-agent-systems #ai-agent #agent-team

Multi-Agent Workflow Runtime: How to Build Agent Teams That Don’t Turn Into AI Meetings

SPT AI

AN Anna Jey · Towards AI

DiffusionGemma Developer Guide: When Parallel Text Generation Beats Token-by-Token LLMs

Google’s DiffusionGemma is not just another open model to add to your benchmark spreadsheet. It is a sign that text generation may split…

Jun 12, 2026 · 12 min read · 4 claps #gemma-4 #gemma-developer #diffusion-gemma

DiffusionGemma Developer Guide: When Parallel Text Generation Beats Token-by-Token LLMs

AN Anna Jey · Toward Next AI

Top 10 AI Workflow Patterns Developers Can Actually Use in 2026

There is no shortage of “top AI tools” content on the internet.. Most of it is forgettable within minutes.

Apr 06, 2026 · 14 min read · 3 claps #ai-workflow #ai-automation #ai

Top 10 AI Workflow Patterns Developers Can Actually Use in 2026

AI MDA BIO

AN Anna Jey · Toward Next AI

VideoPopy: A Pay-as-You-Go Alternative to Breakout Clips for AI 3D Viral Videos

AI Video Creation · Product Review · Comparison

Jul 14, 2026 · 23 min read · 0 claps

VideoPopy: A Pay-as-You-Go Alternative to Breakout Clips for AI 3D Viral Videos

AI TCH

AN Anna Jey · Toward Next AI

Voice AI Agent Reliability for SaaS: How Builders Stop Calls From Failing Quietly

Voice agents are moving from polished demos into noisy rooms, weak networks, impatient users, and real business workflows. Reliability now…

Jul 03, 2026 · 12 min read · 0 claps #voices #ai #technology

Voice AI Agent Reliability for SaaS: How Builders Stop Calls From Failing Quietly

AI TCH

AN Anna Jey

AI Code Provenance Workflow: Track What Coding Agents Changed Before It Ships

AI coding agents are becoming productive enough to open real pull requests. The next bottleneck is not generation speed. It is knowing what…

Jun 12, 2026 · 12 min read · 0 claps #ai-coding-agent #ai-agent #ai-workflow

AI Code Provenance Workflow: Track What Coding Agents Changed Before It Ships

GEN

AN Anna Jey · Toward Next AI

How to Use Custom GPTs and NotebookLM for Sales Meeting Preparation and Role-Play

Salespeople often enter customer meetings with incomplete information and very little time to practise.

Jul 01, 2026 · 12 min read · 0 claps #sales-roleplay #meeting-prep #sales-meetings

How to Use Custom GPTs and NotebookLM for Sales Meeting Preparation and Role-Play

AI TCH

AN Anna Jey · Toward Next AI

Claude Code Local Model Workflow: How Developers Cut Cost Without Losing Control

A coding agent can feel magical until the bill, rate limit, or security review arrives. Claude Code is useful because it can read a…

Jun 26, 2026 · 12 min read · 0 claps #claude-code #ai-agent #ai-development

Claude Code Local Model Workflow: How Developers Cut Cost Without Losing Control

AI ECO SOC

AN Anna Jey · Toward Next AI

AI Agent Skill Security: The SaaS Builder’s Guide to Safer Plugin Workflows

Agent skills, plugins, and MCP tools make AI SaaS products far more useful. They also create a new supply chain where a harmless-looking…

Jul 10, 2026 · 12 min read · 0 claps #ai-agent-skills #ai-agents-in-action

AI Agent Skill Security: The SaaS Builder’s Guide to Safer Plugin Workflows

AI TCH

AN Anna Jey · Toward Next AI

AI App Discovery Optimization: How Developers Should Prepare for Gemini in Google Play

App store optimization is moving from keyword matching to intent matching. Developers who only tune titles and screenshots for old search…

Jun 29, 2026 · 12 min read · 0 claps #ai-applications #optimization #ai-development

AI App Discovery Optimization: How Developers Should Prepare for Gemini in Google Play

AN Anna Jey · Toward Next AI

OpenAI Realtime Voice Agent Cost Workflow: How Developers Keep Low-Latency AI Calls Affordable

A voice agent can feel magical in a demo and painfully expensive in production. The hard part is not only making it answer quickly. The…

Jul 08, 2026 · 12 min read · 0 claps

OpenAI Realtime Voice Agent Cost Workflow: How Developers Keep Low-Latency AI Calls Affordable

AN Anna Jey · Toward Next AI

AI Agent Framework Benchmarking: How to Choose Your Stack With Tests, Not Hype

The fastest way to pick an AI agent framework is not to read another ranking list. It is to make every candidate run the same messy…

Jun 07, 2026 · 12 min read · 0 claps #ai-agent #ai-workflow #ai-framework

AI Agent Framework Benchmarking: How to Choose Your Stack With Tests, Not Hype

AN Anna Jey · Toward Next AI

Local AI App Development: How to Build Fast, Private AI Features Without Betting Everything on the…

A practical guide for developers who want AI features that feel instant, protect user data, control cost, and still know when to call a…

Jun 19, 2026 · 12 min read · 0 claps #ai-applications #ai-app-development #ai-feature

Local AI App Development: How to Build Fast, Private AI Features Without Betting Everything on the…

AI TCH

AN Anna Jey · Toward Next AI

Claude Sonnet 5 Long-Context Workflow: How Developers Should Use 1M Context Without Losing Control

A practical guide for AI builders, coding-agent users, and engineering teams who want the benefit of huge context windows without turning…

Jul 02, 2026 · 12 min read · 0 claps #claude-sonnet #claude-workflow #claude-ai

Claude Sonnet 5 Long-Context Workflow: How Developers Should Use 1M Context Without Losing Control

AI TCH

AN Anna Jey · Toward Next AI

AI Coding Agent Data Residency: Keep Code, Prompts, and Logs in the Right Place

Cloud coding agents are becoming normal. The hard question is no longer “can the agent write code?” It is “where did our code, prompts…

Jul 10, 2026 · 12 min read · 0 claps #ai-coding #ai-agent

AI Coding Agent Data Residency: Keep Code, Prompts, and Logs in the Right Place

AI MDA

AN Anna Jey · Toward Next AI

Google ADK Graph Workflows: A Practical Guide to Reliable AI Agents

An AI agent can look impressive in a demo and still fail the moment it enters a real business workflow. The problem is often not the model…

Jul 07, 2026 · 12 min read · 0 claps

Google ADK Graph Workflows: A Practical Guide to Reliable AI Agents

AI TCH

AN Anna Jey · Toward Next AI

Claude Code Session Hygiene: How Developers Keep AI Coding Agents From Leaking Context

An AI coding agent can help you move fast, but it also remembers more of your workflow than many teams realize. Prompts, tool calls…

Jun 25, 2026 · 12 min read · 0 claps #claude-code #ai-agent #ai-coding