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Soheil Saheb-Jamii
Founder & Lead Developer, Stellary

Soheil Saheb-Jamii

I’m a web developer. I’ve been writing code for 20 years, leading teams for the last 4. Before Stellary, I shipped a lot of public websites at Raccourci Agency — tourism destinations like Les 2 Alpes, Val d’Arly, Angers, Leucate, Marignane. Then I worked on industrial platforms at Solicis, for clients like Naval Group, Alstom and Poma. After that, at Agence42, on insurance, mutual and aerospace projects.

Stellary is what I would have wanted on every one of those projects: a single place where the team, the docs, the cards and the agents actually talk to each other. I write here about the things I run into in practice — MCP, agent workflows, what works and what doesn’t when humans and AI ship code side by side.

About

I build Stellary. 20 years of web dev, the last 4 as Lead Developer — across tourism, defense, mobility, insurance and aerospace projects.

Expertise

AI project managementAI agentsMCPWeb architectureProject deliveryLead engineering

Articles

18

published or maintained articles

Articles

These articles are currently written or maintained by this author.

The Future of AI Agents Is Orchestration, Not Intelligence
aiagents

The Future of AI Agents Is Orchestration, Not Intelligence

Claude Fable 5.1, GPT-6 Astra and Gemini show the AI race is shifting from smarter models to agent orchestration, memory and execution.

24 min read
AI Backlog Grooming: Keep the Backlog Clean Continuously
aiguideproject-management

AI Backlog Grooming: Keep the Backlog Clean Continuously

AI backlog grooming keeps cards fresh by detecting duplicates, stale work, weak descriptions, missing context, and risk before planning starts.

9 min read
AI Scrum Master: What It Can Do and What It Cannot
aiguideproject-managementagents

AI Scrum Master: What It Can Do and What It Cannot

An AI scrum master can prepare planning, standups, dependency checks, scope alerts, and retros while team protection stays human and accountable.

9 min read
AI Sprint Retrospective: Bring Facts to the Retro
aiguideproject-management

AI Sprint Retrospective: Bring Facts to the Retro

Run an AI sprint retrospective with evidence from cards, blockers, scope changes, reopened work, and agent activity while humans decide change.

8 min read
AI Standup: A Better Daily Update from Real Work
aiguideproject-management

AI Standup: A Better Daily Update from Real Work

Use an AI standup to turn cards, commits, blockers, and agent work into a sharper daily update for remote teams without replacing human judgment.

9 min read
How to Manage AI Agents in Project Management Without Losing Control
guideagentsgovernanceproject-management

How to Manage AI Agents in Project Management Without Losing Control

A practical governance framework for AI agents in project management: roles, scope, permissions, approvals, audit trails, MCP tools, and rollout.

10 min read
Best AI Project Management Software in 2026
comparisonaiproject-management

Best AI Project Management Software in 2026

Compare ClickUp, monday, Jira, Linear, Notion, and Stellary for AI project management, agents, governance, context, and execution in 2026.

11 min read
Best ClickUp Alternatives in 2026 for Multi-Project Teams
comparisonclickupoperations

Best ClickUp Alternatives in 2026 for Multi-Project Teams

Looking for the best ClickUp alternative in 2026? Compare monday, Asana, Jira, Linear, and AI-native systems for multi-project coordination and delivery.

5 min read
Best Linear Alternatives in 2026 for Product and Engineering Teams
comparisonlinearproject-management

Best Linear Alternatives in 2026 for Product and Engineering Teams

Looking for the best Linear alternative in 2026? Compare ClickUp, Jira, Notion, monday, and AI-native workflows by speed, docs, governance, and team fit.

6 min read
Best Notion Alternatives in 2026 for Product Teams
comparisonnotionproduct

Best Notion Alternatives in 2026 for Product Teams

Looking for the best Notion alternative in 2026? Compare ClickUp, Coda, Linear, Confluence plus Jira, and AI-native delivery systems by docs and execution fit.

4 min read
How to Connect Docs, Delivery, and AI Agents in One Workflow
guidedocumentationagents

How to Connect Docs, Delivery, and AI Agents in One Workflow

Why more teams want one workflow for documentation, project delivery, and AI agents instead of stitching together separate tools.

4 min read
Project Management with AI Agents in 2026
guideagentsproject-management

Project Management with AI Agents in 2026

What changes when AI agents move from writing updates to real project execution? A practical guide to project management with AI agents in 2026.

5 min read
Notion vs ClickUp vs Linear vs monday: strengths and trade-offs in 2026
comparisonproject-managementproduct

Notion vs ClickUp vs Linear vs monday: strengths and trade-offs in 2026

Notion, ClickUp, Linear, and monday do not solve the same problem. How to compare them honestly in 2026: speed, docs, coordination, complexity.

7 min read
GPT-6 Astra vs Claude Fable 5.1 vs Gemini 3.5 Flash vs Cursor
comparisonai

GPT-6 Astra vs Claude Fable 5.1 vs Gemini 3.5 Flash vs Cursor

Compare GPT-6 Astra, Claude Fable 5.1, Gemini 3.5 Flash, and Cursor's agent layer for coding in 2026: strengths, trade-offs, and selection criteria.

6 min read
GPT-5.4 vs Claude Opus 4.6 vs Gemini 3.1 Pro vs Composer 2 (archive, April 2026)
comparisonai

GPT-5.4 vs Claude Opus 4.6 vs Gemini 3.1 Pro vs Composer 2 (archive, April 2026)

What we compared in April 2026 — GPT-5.4, Claude Opus 4.6, Gemini 3.1 Pro and Composer 2 — kept as a dated archive, with a link to the current comparison.

2 min read
Best AI Model for Backend Development in 2026
guideai

Best AI Model for Backend Development in 2026

How to choose between GPT-6 Astra, Claude Fable 5.1, Gemini 3.5 Flash, and coding-agent workflows for backend development in 2026.

5 min read
Best AI Model for Code Review, Audits, and Security in 2026
guideai

Best AI Model for Code Review, Audits, and Security in 2026

How to evaluate GPT-6 Astra, Claude Fable 5.1, Gemini 3.5 Flash, and coding agents for code review, audits, and security work in 2026.

5 min read
Project Management vs. Piloting: The Key Difference
pilotingproductproject-management

Project Management vs. Piloting: The Key Difference

Project management focuses on execution. Piloting adds strategy. Learn why this distinction matters and how to adopt a piloting mindset.

6 min read