Founder Resource · Outstep

The AI Stack I Actually Use

An honest review of every tool in my daily stack. No affiliate links, no sponsored picks. Just what I'd recommend to another founder shipping client work.

Muhammad Ashher
Muhammad Ashher Founder & CEO, Outstep · Top Rated Plus on Upwork
Tool fatigue is real. Everyone's posting "must use" lists that read like ads. This isn't that. Below are the tools I actually open every week, what each one is good at, where each one falls short, and a quick decision matrix at the end of every category so you can stop reading and just pick.
01 / Lead Generation
01
Lead Generation
Outbound · LinkedIn · Intent
Marblism
A multi-functional growth tool. Lead gen, LinkedIn posting, and a handful of other workflows in one place. Decent value if you'd otherwise be paying for two or three separate subscriptions.
▤
My Take
▼
✅
Where it shines. Stack consolidation. Posting + lead gen in one dashboard saves you from juggling tabs and subscriptions.
⚠️
Watch out for. Jack of all trades, master of none. Each individual feature isn't going to beat a focused specialist tool.
🎯
Best fit. Solo founders who want one tool to handle multiple growth motions without managing five different platforms.
Building outbound? I share my exact playbook on LinkedIn weekly.
linkedin.com/in/muhammad-ashher →
Gojiberry AI
LinkedIn-first intent based lead gen. Tracks buying signals (job changes, hiring activity, engagement with competitor content) and generates personalized outreach off those triggers. Plays the warm-lead game, not the cold-list game.
▤
My Take
▼
✅
Where it shines. Intent signal detection on LinkedIn. You stop pitching cold and start reaching people already showing interest in your space.
⚠️
Watch out for. LinkedIn only, no email channel. Online sentiment is mixed (community grumbles about aggressive marketing). Sender limits on the entry plan.
🎯
Best fit. Teams whose entire outbound motion lives on LinkedIn and want to stop spraying cold connection requests.
Want help setting up signal-based outbound? DM me on LinkedIn.
linkedin.com/in/muhammad-ashher →
Decision Matrix
Lead Gen, picked in 5 seconds
One tool for posting and lead gen
→ Marblism
Pure LinkedIn intent based outbound
→ Gojiberry AI
Need email outreach in the mix
→ Look elsewhere
02 / Coding Agents
02
Coding Agents
CLI · IDE · Pair Programmer
Claude Code
Top of the line coding agent. Best raw quality on hard, multi file refactors. Catch: the included usage runs out swiftly on heavy days, and you'll feel it.
▤
My Take
▼
✅
Where it shines. Complex refactors, agentic multi step tasks, hardest reasoning problems. The model just gets it.
⚠️
Watch out for. Usage limits hit fast on intense coding days. Cost compounds quickly if you're running it as a full time pair.
🎯
Best fit. Serious work where output quality matters more than throughput. Production refactors, agentic systems, things you'd want a senior to code review.
I ship client work with this daily. Follow for the workflow.
linkedin.com/in/muhammad-ashher →
Opencode
Free · Open Source
The best open source CLI based coding agent right now. Bring your own keys, pick your own model. Real alternative if you don't want to pay subscription pricing for an agent.
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My Take
▼
✅
Where it shines. Free, open source, model agnostic. Probably the best non commercial option out there.
⚠️
Watch out for. Less polish than paid options, and you handle your own keys, costs, and rate limits.
🎯
Best fit. Devs who want full control over which model is doing the work and don't want to lock into a single vendor's pricing.
Curious how I'd configure this for client work? Comment "opencode" on the post.
linkedin.com/in/muhammad-ashher →
GitHub Copilot
Solid value, multi model support, currently going through a major overhaul. Future direction is a question mark, but historically a great starting agent for the price.
▤
My Take
▼
✅
Where it shines. Mature ecosystem, multi model picker, fair entry pricing. Easiest "first agent" for someone coming from plain VS Code.
⚠️
Watch out for. Currently in flux. I'd hold off on locking in long term plans until the dust settles on the redesign.
🎯
Best fit. Devs who already live in VS Code and want an agent that doesn't make them switch tools or workflows.
Comparing it to Cursor for your team? DM me, happy to share a side by side.
linkedin.com/in/muhammad-ashher →
Cursor
Best UX in the editor first category. Intuitive, fast on edits, the workflow feels natural. Pricing skews to the higher end, which matters at scale.
▤
My Take
▼
✅
Where it shines. Polished editor experience, fast inline edits, agent mode that actually feels like a partner. The kind of UX that makes you forget you're using AI.
⚠️
Watch out for. One of the more expensive options. The premium model usage adds up if you're heavy hands.
🎯
Best fit. Devs who care about flow state and editor feel more than they care about saving 10 bucks a month.
I switch between Cursor and Claude Code depending on the task. Curious which goes where?
linkedin.com/in/muhammad-ashher →
GPT Codex App
Genuinely strong value at the $20 tier. More usage than Claude at the same price point, and performance is close enough to Claude models that the gap rarely shows up on day to day work.
▤
My Take
▼
✅
Where it shines. The usage to dollar ratio. Performance close to Claude on most tasks, way more headroom before you hit a limit.
⚠️
Watch out for. On the absolute hardest reasoning tasks, Claude still edges it out. You'll notice it on big agentic flows, less on routine work.
🎯
Best fit. High volume devs and solo founders who code all day and don't want to babysit a usage meter.
If you're on a budget but ship a lot of code, this is the underrated pick.
linkedin.com/in/muhammad-ashher →
Antigravity
Google's agentic IDE (a VS Code fork) running Gemini 3 inside. Slow overall, but the killer feature is native Nano Banana Pro image generation right inside your coding workflow. You can spin up UI mockups, icons, and design assets without leaving the editor.
▤
My Take
▼
✅
Where it shines. Native image gen for UI mockups, icons, placeholder assets. Coding agent and asset generator in one tool.
⚠️
Watch out for. Slower than Cursor or Claude Code. Still maturing, occasional rough edges.
🎯
Best fit. Builders who'd otherwise be juggling Midjourney + an editor + a coding agent. Useful when the project needs visual assets alongside code.
I use this when client work needs custom imagery. Comment "antigrav" if you want my workflow.
linkedin.com/in/muhammad-ashher →
Decision Matrix
Coding agents, picked in 5 seconds
Best raw quality on hard problems
→ Claude Code
Most usage at $20
→ GPT Codex
Free / open source
→ Opencode
Best UX, editor first
→ Cursor
Multi model + entry level pricing
→ GitHub Copilot
Coding + asset generation in one tool
→ Antigravity
03 / UI Prototyping
03
UI Prototyping
Prompt to UI · Components · Full Stack
Lovable
One of the best prompt to UI tools right now. Beats v0 and Bolt on visual creativity. Outputs feel less templated, more like an actual designer made the call.
▤
My Take
▼
✅
Where it shines. Distinctive UIs. The output doesn't scream "AI generated" the way most other prompt to UI tools do.
⚠️
Watch out for. Pricing tiers can bite if you iterate a lot. Slow on heavy prompts.
🎯
Best fit. Founders prototyping a SaaS UI they actually want to ship. When design matters and template vibes don't cut it.
Prototyping a SaaS? Tag me in your draft, I'll give you honest feedback.
linkedin.com/in/muhammad-ashher →
V0
A decent prompt to UI tool with generous usage. The catch is outputs lean toward similar visual patterns, you can spot a v0 site from a mile away. Great for quick component scaffolds, less great for distinctive design.
▤
My Take
▼
✅
Where it shines. Generous usage, fast iteration, tight Vercel ecosystem if you ship there.
⚠️
Watch out for. Templated feel. The default outputs all rhyme with each other.
🎯
Best fit. Internal tools, admin panels, dashboards, anywhere you need clean shadcn vibes fast and don't need brand differentiation.
Need a clean dashboard fast? v0 is the fastest path.
linkedin.com/in/muhammad-ashher →
Replit
Solid for spinning up basic full stack web apps with a working backend, not just a static UI. Useful when the prototype actually needs to function, not just look the part.
▤
My Take
▼
✅
Where it shines. Full stack scaffolds, included database, instant deploy. Prototype to working app without setup pain.
⚠️
Watch out for. Not the polish you'd want for a UI focused demo. The output works, it doesn't always look the part.
🎯
Best fit. Validating a SaaS idea where users need to actually click things and see real data flow.
Validating a startup idea? Replit + Lovable is the fastest combo.
linkedin.com/in/muhammad-ashher →
21st.dev MCP
Freemium
Plug the MCP directly into your existing coding agent (Claude Code, Cursor, whatever) and pull in components from 21st.dev's library on demand. Compounds with your existing setup instead of replacing it.
▤
My Take
▼
✅
Where it shines. No new tool to learn. Your coding agent just gets a bigger component library on tap.
⚠️
Watch out for. Requires you to already have a coding agent set up with MCP support. Small setup curve if you're new to MCP.
🎯
Best fit. Devs already running Claude Code or Cursor who want richer component options without leaving the editor.
Want my MCP stack for client work? Comment "mcp" on the post.
linkedin.com/in/muhammad-ashher →
Decision Matrix
UI prototyping, picked in 5 seconds
Most distinctive, design forward UI
→ Lovable
Quick dashboard or admin panel
→ V0
Need a real working backend
→ Replit
Already use Claude Code or Cursor
→ 21st.dev MCP
04 / Everything Else
04
Everything Else
Notes · Slides · Research · Screenshots
NotebookLM
Free
Heavily underrated. Generates slide decks, study material, video summaries, all grounded in sources you upload. The catch: the slide output is images, not an editable PPT, so you can't tweak it after the fact.
▤
My Take
▼
✅
Where it shines. Source grounded research, audio overviews, video summaries, slide ideation from your own docs. Free and absurdly capable.
⚠️
Watch out for. PPT exports are images, not editable. If a client wants to edit slides, this isn't the tool.
🎯
Best fit. Synthesizing research, prepping for client calls, turning a long PDF into a 10 minute audio brief.
Most underused free tool of the year. Try the audio overview feature, thank me later.
linkedin.com/in/muhammad-ashher →
Claude Design
Good for generating editable PPTs, which is exactly where NotebookLM falls short. Also generates decent UIs. Still maturing as a feature, but already useful.
▤
My Take
▼
✅
Where it shines. Editable PPT outputs, decent UI generation, all integrated into a chat you're probably already using.
⚠️
Watch out for. Still maturing. Won't beat a specialist design tool, but the convenience factor is real.
🎯
Best fit. Quick editable decks for client kickoffs and proposal docs where you want a starting point you can polish.
I use this for client kickoff decks. Comment "deck" for my exact prompt.
linkedin.com/in/muhammad-ashher →
QuickNote
Free
Markdown native notes app with a genuinely intuitive UI. Easy to manage, easy to search, gets out of your way. The daily driver if you live in markdown.
▤
My Take
▼
✅
Where it shines. Markdown native, fast capture, simple management. Doesn't try to be a second brain, doesn't try to lock you in.
⚠️
Watch out for. It's a notes app, not a knowledge management system. If you want backlinks and graph views, look elsewhere.
🎯
Best fit. Founders who just want to capture thoughts fast in a clean, markdown friendly tool.
Simple beats complex 9 times out of 10. Most note apps are over engineered.
linkedin.com/in/muhammad-ashher →
SlickShot
Free
Beautify screenshots in seconds. A lightweight tool that does one thing very well, perfect for LinkedIn posts and client decks where ugly raw screenshots kill the vibe.
▤
My Take
▼
✅
Where it shines. One click polish on screenshots. Backgrounds, padding, browser frames, all without opening a heavy design tool.
⚠️
Watch out for. Single purpose tool. Don't expect Figma level controls.
🎯
Best fit. Anyone who posts screenshots on LinkedIn or in client docs and wants them to actually look good.
Every nice looking screenshot in my LinkedIn posts? Ran through this.
linkedin.com/in/muhammad-ashher →
Decision Matrix
Everything else, picked in 5 seconds
Research synthesis, audio briefs
→ NotebookLM
Editable PPT decks
→ Claude Design
Daily markdown notes
→ QuickNote
Screenshots that don't look ugly
→ SlickShot
Quick Reference
All 16 tools at a glance
Marblism
All in one growth tool
Gojiberry AI
LinkedIn intent based outbound
Claude Code
Top quality coding agent
Opencode
Best free CLI agent
Free
GitHub Copilot
Multi model entry agent
Cursor
Best editor UX
GPT Codex App
Best value at $20
Antigravity
Coding + asset generation
Lovable
Best prompt to UI
V0
Quick component scaffolds
Replit
Full stack prototypes
21st.dev MCP
Components in your agent
Freemium
NotebookLM
Source grounded research
Free
Claude Design
Editable PPT decks
QuickNote
Markdown notes
Free
SlickShot
Screenshot beautifier
Free

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Outstep · AI · Agents · Automation · Dev · Cloud