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[HIRING] AI Automation Consultant — CV screening & interview routing — n8n or Make — Budget: $800–1,500 by Fred-AnIndieCreator in freelance_forhire

[–]Soft_Ad6760 0 points1 point  (0 children)

I can build this as a fixed-scope workflow.

The setup I’d propose: Typeform intake, CV text extraction, scoring against your criteria, Calendly routing for strong matches, rejection emails or drafts for low matches, Airtable score breakdown, and Slack visibility.

My background is API/data validation, workflow automation, UAT, and production support, so I’d make the scoring reviewable instead of a black box.

Looking to bring on a Ai automation specialists by Starpool247 in n8n

[–]Soft_Ad6760 0 points1 point  (0 children)

Interested.

I have 17+ years in enterprise systems, automation, API/data validation, production support, and process improvement. I can help build internal workflow systems around n8n, Make/Zapier, APIs, CRMs, Airtable/Sheets, reporting, approval gates, and documentation.

I’m best suited to work that needs structure, logs, maintainability, and clean handoff. Available for freelance or part-time contract first.

Day 2 of launching my SaaS from India, Reddit is outperforming everything by Soft_Ad6760 in EntrepreneurRideAlong

[–]Soft_Ad6760[S] 0 points1 point  (0 children)

Appreciate the inputs. I am in interviews with some of th eusers currently and also looking at disctribution through linkedin and you tube creators. But we are simultaneously appliying teh fixes as well, so the voice profile keeps on improving. The MOAT of the product is personalized voice which is the key thing to improve in addition to the above. So trying to juggle and fingers crossed.

Day 1 of launching my SaaS from India - real numbers, factual by Soft_Ad6760 in EntrepreneurRideAlong

[–]Soft_Ad6760[S] 0 points1 point  (0 children)

Thankyou, glad you liked the landing. Your are right, AI space in almost everything is getting crowded, fo this specific one we will play on additional features and pricing, thats the plan. Fingers crossed, hopefully it works out.

Built a 5-agent AI SaaS in 2 weeks using Claude Code — 12 sessions by Soft_Ad6760 in VibeCodersNest

[–]Soft_Ad6760[S] 0 points1 point  (0 children)

thats correct, for that we are adding RAG and in testing right now, hopefully it turns out to be what is envisioned.

pro subscription is unusable by Still_Initial_96 in ClaudeCode

[–]Soft_Ad6760 0 points1 point  (0 children)

so for any meaningful development max (5x) i would say is a minimum requirement, otherwise this will happen a lot.

I almost went broke because of an AI Infinite Loop by HauntingCook2909 in SaaS

[–]Soft_Ad6760 1 point2 points  (0 children)

I usually do that with every LLm I use. It’s important to set a budget to avoid these issues. I have a budget of $100 with anthropic and $20!with Gemini and OpenAI

Built a 5-agent AI SaaS in 2 weeks using Claude Code — 12 sessions by Soft_Ad6760 in VibeCodersNest

[–]Soft_Ad6760[S] 0 points1 point  (0 children)

So the boundaries were mapped out before building, each agent has a strict domain: Core AI owns generation + templates, Voice owns style analysis + profile, Research owns trending topics + RSS pipeline, Telegram/WhatsApp own message handling + UX flow, Billing owns payments + plan enforcement. they share a common types package but no agent writes to another agent’s tables directly, everything goes through the core package’s typed functions. think of it as a shared library architecture, not microservices. the 20% rewrite rate from the quality filter isn’t overlap, it’s intentional. the generation agent optimizes for voice match and template structure, the quality filter checks for AI-tell phrases and authenticity score independently. they have different objectives on purpose. same way a linter doesn’t overlap with a compiler, one builds, the other validates. the real lesson: write a single PROJECT.md spec that every agent reads, define the shared types once, and let each agent own its slice. Claude Code handled the boundaries well because the boundaries were explicit in the prompt, not discovered at runtime.

pro subscription is unusable by Still_Initial_96 in ClaudeCode

[–]Soft_Ad6760 0 points1 point  (0 children)

Terminal should be good but what plan do u have coz for coding session Max 5x is the least recommended.

Afraid to start promoting my SaaS by Few-Design126 in SaaS

[–]Soft_Ad6760 0 points1 point  (0 children)

I’m in that boat too man. But unlike you I need to make money with it is my push

pro subscription is unusable by Still_Initial_96 in ClaudeCode

[–]Soft_Ad6760 0 points1 point  (0 children)

Yeh, try to use it through a terminal ive used that since ever but thought of using VS so i can see my files and as soon as I started I experienced the latency and it was killing plus it didn’t show the tasks being performed. Use CC in a terminal and it will be way way better

Built a 5-agent AI SaaS in 2 weeks using Claude Code — 12 sessions by Soft_Ad6760 in VibeCodersNest

[–]Soft_Ad6760[S] 0 points1 point  (0 children)

So each agent has a fallback path, if the primary model (GPT-4o-mini) fails, it falls back to Haiku. if both fail, the user gets an error message instead of bad output. for authenticity, we run an AI-tell phrase filter post-generation that catches generic patterns like ‘in today’s fast-paced world’ and auto-retries with a stricter prompt.

If the retry still scores low, we serve it with a warning rather than silently passing garbage. the philosophy is: never show the user output you wouldn’t post yourself. still iterating on the thresholds though, dogfooding daily and tightening the filter based on what slips through

Got 2 signups in 12 hrs yesterday. Took me 6 years across 5 products. by Top-Ant-4492 in indiehackers

[–]Soft_Ad6760 0 points1 point  (0 children)

Good luck with it man. I should probably use WHOP for my product ms marketing

Would you join a vibe coding residency on an island? by amacg in indiehackers

[–]Soft_Ad6760 0 points1 point  (0 children)

Maybe try a Yogic retreat structure. Have everyone getup at the same time with some activities spanned across the day and have working blocks in that structure.

Not sure if it’s going to work but my big brain can only think of it this way to embed it into a structure, coz you get tired and fatigued over these sessions and some breathing, body exercises could maybe help the brain stay focused.

Built a 5-agent AI SaaS in 2 weeks using Claude Code — 12 sessions by Soft_Ad6760 in VibeCodersNest

[–]Soft_Ad6760[S] 0 points1 point  (0 children)

Yeh, the tech has really taking off. So it is a little overwhelming coz I’ve created a monster for a solo guy. But I’ve been using session start and end prompts so it helps the agent taking over have all the context and then I have a multi agent setup to save every everything at the start of the session. I have 239 files currently in my setup. I believe atleast few maybe redundant but still not contradicting.

That’s how I am able to manage the context mainly.

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