Some discussions from the last 2 months
ISO27001 for small AI startup: costs & recommendations
# generalA discussion about achieving ISO27001 and GDPR compliance for a very small AI startup (<5 employees) with various members sharing their experiences with different compliance tools and services, including Vanta, Secfix, Kertos, and consultancy options.
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12 replies
Balancing observability costs with debugging needs
# generalTech leaders discuss strategies for optimizing observability setups to balance costs against debugging capabilities, sharing experiences with self-hosted solutions versus managed services like DataDog and Azure Monitor.
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4 replies
First 30-60 days as new CTO
# generalA soon-to-be first-time CTO seeks advice on how to effectively spend their first 30-60 days in the role at a small company, receiving recommendations on stakeholder relationships, strategic thinking, and balancing technical and business responsibilities.
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13 replies
Microsoft Project rollout: worth it?
# generalA tech leader at a Microsoft-centric company (~500 employees) seeks advice on implementing Microsoft Project company-wide for cross-functional teams, receiving a detailed response about implementation challenges, cultural considerations, and the gap between executive expectations and practical realities.
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1 replies
DIY ATS with Notion/Asana vs paid solutions
# generalDiscussion about replacing expensive ATS software with more affordable alternatives like Notion or Asana for a company of ~45 people hiring 1-3 roles per month, with participants sharing experiences from Personio, Asana, and custom Notion setups.
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8 replies
Meta secretly tracking Android users' browsing
# interesting_contentA thread sharing an ArsTechnica article and research revealing how Meta has been deanonymizing Android users by monitoring all browser activity through local ports and connecting it to Instagram and Facebook user identities.
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0 replies
Hetzner GPU for private LLM hosting
# aiThe thread shares experiences with Hetzner's GEX44 GPU server for privacy-sensitive LLM workflows, including setup details with Docker, Ollama, and LiteLLM, with participants discussing performance compared to OpenAI and sharing alternative UI options.
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8 replies
PDF data extraction alternatives to RAG
# aiA discussion on extracting specific information from large PDFs where community members suggest more efficient alternatives to RAG, including OCR+NER pipelines and two-step approaches with specialized tools.
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7 replies
LLM economics threaten business viability
# aiDiscussion of an article claiming OpenAI's actual costs are 10x what customers pay, raising concerns about the sustainability of LLM-based business models and the importance of avoiding third-party dependencies.
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3 replies
Open-sourced prompt engineering workshop materials
# aiA community member shared comprehensive open-source resources from their Prompt Engineering Workshop including a GitHub repository, interactive Streamlit app, and presentation slides that received positive engagement from the community.
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0 replies
Team building time investment benchmarking
# generalA poll asking tech leaders how many days per year they dedicate to 'pure fun' team-building activities revealed most teams spend 3-5 days annually, with one leader sharing their practice of quarterly 1-3 day remote team offsites focused on relationship building.
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1 replies
German tech lawyer recommendations for IP/OSS
# generalA member requested recommendations for German-speaking lawyers with expertise in company law, IP, and open source, resulting in multiple community members sharing specific lawyer and law firm suggestions based on personal experiences.
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9 replies
talon.one vs Voucherify for voucher management
# generalDiscussion comparing talon.one and Voucherify as voucher discount management systems, with insights on pricing (talon.one at 50-100k p.a.), implementation experiences, and relative advantages.
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6 replies
German cloud providers for privacy-sensitive data
# generalA tech leader seeks recommendations for German cloud hosting providers that can handle highly privacy-sensitive data with strict compliance requirements, receiving multiple suggestions including Stackit, Ionos, Codesphere, and OpenTelekomCloud.
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14 replies
Berlin startup lawyer recommendations
# generalA member seeking legal advice for their startup in Berlin received multiple specific lawyer recommendations from the community, including contacts at Orrick, RSR Law, VOY, V14, and PXR Berlin.
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8 replies
European Accessibility Act compliance strategies
# generalA CTO seeks insights on European Accessibility Act compliance for app development, receiving practical advice on treating it as ongoing work, using tools like Google Lighthouse, and implementing standards systematically.
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4 replies
Remote team masterclass with practical strategies
# generalAnnouncement and follow-up for an alphalist Masterclass on building high-impact remote teams, featuring practical rituals and leadership patterns for distributed teams, with recording shared after the event.
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4 replies
Scaling engineering teams without losing momentum
# generalA CTO of a growing team (~15 engineers) seeks advice on how to effectively delegate responsibilities and maintain momentum while scaling, receiving recommendations on team structures, management approaches, and helpful resources like Team Topologies.
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11 replies
Malware protection for SaaS file uploads
# generalDiscussion on approaches to protect against malware in file uploads for SaaS products, including cloud-based solutions like AWS GuardDuty and Microsoft Defender, on-premises options like ClamAV, and alternative security strategies.
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6 replies
Google Photos API restrictions frustrate developers
# interesting_contentA developer expresses frustration over Google's new Photos API restrictions that block non-Google apps from syncing photos automatically, forcing users to manually select each photo and prompting consideration of alternatives like Immich.
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4 replies
AI integration with internal knowledge bases
# aiTech leaders discuss experiences connecting internal knowledge systems (Confluence, Jira, Notion) to AI tools via Model Context Plugins, sharing workflows, challenges, and data privacy considerations.
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16 replies
Optimizing websites for LLM visibility
# aiThe thread explores emerging strategies for optimizing website content to be featured in LLM responses, including semantic markup, schema.json, llms.txt files, and providing markdown versions of content specifically for AI consumption.
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8 replies
Claude Code outperforms other AI coding assistants
# aiTech leaders discuss their positive experiences with Claude Code for development tasks, noting its superiority over OpenAI and Gemini alternatives despite occasional performance issues and higher costs.
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10 replies
EU AI Act compliance for internal tools
# generalA discussion clarifying that companies using LibreChat with OpenAI API for internal purposes are not considered 'providers' of AI systems under the EU Artificial Intelligence Act and thus not subject to its regulations.
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6 replies
Optimizing PR review flow for efficiency
# generalA discussion on improving pull request review processes when faced with increased productivity, focusing on alternatives to random reviewer assignment and exploring solutions like pair programming, rotating review duties, and specialized tools.
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9 replies
Managing AI tools across company teams
# generalTech leaders discuss approaches to governing AI service usage within their organizations, with most implementing allowlisting policies that balance innovation needs with compliance requirements.
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6 replies
EU Cyber Resilience Act resources needed
# generalA request for educational materials about the EU Cyber Resilience Act was answered by an expert who provided resources and offered their expertise based on their involvement with the CRA since 2022.
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2 replies
New open-source Mirakl competitor launched
# product_dealsAnnouncement of MercurJS 1.0, an open-source, enterprise-ready marketplace software built on TypeScript that aims to compete with Mirakl while offering MIT licensing, commercial support, and multiple marketplace architectures.
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0 replies
ChatGPT data retention legal concerns
# aiDiscussion about a court order requiring OpenAI to permanently store all ChatGPT conversations, including API calls, raising significant privacy and legal discovery concerns.
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1 replies
Jules AI tool disappoints early users
# aiFour tech leaders share their negative experiences with Jules AI, citing issues with simple task failures, timeouts, and lack of a local client compared to alternatives like Claude Code.
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3 replies
AI tools creating impressive video and music
# aiTech leaders share and demonstrate their experiences with cutting-edge AI content generation tools Mirage (for video/lipsync) and Suno (for music creation), highlighting the impressive quality and time-saving benefits.
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4 replies
Flutter to React Native migration experiences
# generalA tech leader seeks advice on migrating from Flutter to React Native or NativeScript to simplify their tech stack and leverage their React developers, receiving feedback about the benefits of React Native with Expo ecosystem despite some limitations.
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1 replies
OpenCode.ai vs Claude Code comparison
# aiA brief discussion comparing OpenCode.ai with other AI coding assistants like Claude Code and Google's Jules, with feedback on their relative maturity and usability.
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2 replies
DIY voice assistant beats no-code solutions
# aiA tech leader shares their custom-built voice assistant for Google Calendar using Elevenlabs and n8n, sparking a discussion about the capabilities of Elevenlabs versus no-code voice AI platforms like Vapi.
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5 replies
Coding agents guide from Devin's experience
# aiA shared resource on effective coding agent usage based on Devin's experience with 250,000 merged PRs, prompting community interest in comparing different AI coding tools like Claude Code and Gemini CLI.
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5 replies
AI prompt guides for non-technical staff
# aiA request for prompt engineering resources suitable for non-technical company staff received recommendations for customized workshops and OpenAI's academy courses.
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2 replies
Windsurf's future after OpenAI acquisition
# aiA tech leader expresses disappointment about Windsurf potentially shutting down after being acquired by OpenAI, as Anthropic is restricting access to Claude Sonnet 4 which was the only AI model producing acceptable code for their needs.
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0 replies
AI coding assistants: Windsurf's uncertain future
# aiTech leaders discuss concerns about Windsurf's future following OpenAI acquisition, Claude Sonnet pricing changes, and compare alternative AI coding assistants including OpenAI models and Gemini.
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6 replies
Cursor AI prompt engineering insights
# aiA community member shared an insightful article about how Cursor prompts work, providing useful tips for creating effective prompts, which was appreciated by other members.
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1 replies
Cursor background agents: new dev productivity feature
# aiDiscussion about Cursor's newly released background agents feature that enables parallel execution of tasks through Slack messages, including its privacy settings, security implications, and practical limitations discovered through usage.
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7 replies
Free GPT-4.1 in Cursor via Azure
# aiA user shares how to leverage Azure OpenAI deployment with startup funding to use GPT-4.1 with a 1M context window in Cursor for free, noting it's particularly valuable for larger projects while Claude Sonnet remains better for smaller changes.
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1 replies
MP4 files as vector database alternative
# aiMembers share and discuss an unconventional approach using MP4 video files instead of vector databases for data storage and retrieval, with links to the GitHub repository and an explanatory article confirming it actually works.
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2 replies
Anthropic limits Claude access for coding tools
# aiDiscussion about Anthropic restricting Windsurf's access to Claude AI models, with developers comparing experiences using different AI coding assistants like Claude Sonnet, Gemini 2.5 Pro, and ChatGPT.
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4 replies
FinOps Masterclass: Beyond cost-cutting
# generalAnnouncement of an upcoming online Masterclass on July 17th, 2025, focused on FinOps principles that align cloud spending with business goals, sponsored by DoiT.
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0 replies
Best European cities for tech hubs
# generalTech leaders discuss optimal European locations for establishing engineering offices, weighing factors like talent availability, proximity to customers, language, costs, and regulatory considerations.
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12 replies
Atlassian ecosystem expert for acquisition due diligence
# generalA member seeks an Atlassian ecosystem expert who knows the marketplace well for due diligence on a potential acquisition of an Atlassian marketplace partner, receiving several personal and company recommendations from the community.
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12 replies
Developer hardware budgets and approval policies
# generalTech leaders discuss approaches to handling expensive hardware requests from developers, specifically whether a €2000 49" monitor is reasonable for a home office setup.
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5 replies
Governing no-code platforms in enterprises
# generalA discussion seeking governance strategies for low-code/no-code platforms in large enterprises, particularly when non-engineering teams can build their own applications, with suggestions to look at existing commodity application patterns.
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1 replies
Microsoft EA discount benchmarking
# generalA tech leader seeks benchmarks on Microsoft Enterprise Agreement discounts for a ~1000 user organization with M365 E5 licenses (including Copilot) and additional Microsoft products totaling $800k annually.
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1 replies
MDR certification for AI medical software
# generalA tech leader seeks timeframe estimates and experience sharing for MDR certification of machine learning/LLM medical decision support software, receiving advice about dual certification requirements and a recommendation for a specialized consulting firm.
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3 replies
European e-signature solutions for sensitive data
# generalA tech leader seeks recommendations for European-based, embeddable e-signature alternatives to DocuSign for integration into SaaS software serving data-sensitive customers, with responses suggesting FP Sign and d.velop as viable options.
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2 replies
Travel & expense platform recommendations
# generalA tech leader seeks recommendations for travel booking and expense management platforms for a 500-employee company, with specific requirements including good UX, virtual credit cards, flexible approvals, SSO, and SAP integration, receiving feedback on TravelPerk, Navan, and Lanes & Planes from peers.
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9 replies
DGUV compliance for remote workers' equipment
# generalDiscussion about strategies for meeting German electrical safety testing requirements (DGUV) for home office equipment, including shipping pre-tested chargers and organizing in-office testing days.
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9 replies
AI compliance automation vendor recommendations
# generalA tech leader seeks recommendations for compliance automation platforms specifically designed for GenAI/LLM systems, receiving suggestions for heydata.eu (for EU AI Act compliance) and promptarmor.com.
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2 replies
Coolify vs alternatives for deployment
# generalDiscussion comparing Coolify's strengths for simple self-hosting with its limitations for complex Rails applications, leading to a recommendation of Kamal as a better alternative for multi-worker deployments.
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4 replies
Flutter to React Native migration experiences
# generalA tech leader seeks community input on migrating from Flutter to React Native or NativeScript to align with their React stack, with responses favoring both React Native with Expo and staying with Flutter.
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3 replies
Open-source AI agent builder with UI focus
# product_dealsA developer shares their new open-source project 'Open Agents Builder' that enables quick creation of AI agents with business-friendly UI components, seeking community feedback and GitHub stars.
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0 replies
Teams switching from Cursor to Claude Code
# aiTech teams are abandoning Cursor/Windsurf in favor of Claude Code for AI-assisted coding, with some users integrating Claude Code into Cursor or IntelliJ rather than using Cursor's native AI capabilities.
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3 replies
AI-assisted Rust library development experience
# aiA community member shared their detailed experience of using AI to help build a Rust library from scratch, documenting both successes and challenges in a LinkedIn post that received positive engagement from the community.
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3 replies
AWS to Azure transition difficulty
# generalA tech leader inquires about the learning curve for an AWS DevOps professional transitioning to Azure, receiving insights about Azure's straightforward learning path with specific challenges around product overlap, sunsetting, and role management.
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2 replies
Navigating BAFIN regulatory boundaries as CTO
# generalA CTO seeks guidance on the legal limitations and political dynamics of their new role that includes oversight of a BAFIN-regulated company, with a community member offering to share relevant experience.
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2 replies
Project A Ops rebrands as A11 Global
# generalAnnouncement of Project A Ops Team rebranding to A11 Global, maintaining the same team and quality while adopting a new visual identity that better represents their mission to 'shift into a higher gear'.
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5 replies
Hetzner reliability concerns prompt cloud migration
# generalA tech leader seeking high-level contacts at Hetzner due to hosting issues learns that another company migrated to GCP Sovereign after experiencing network outages and staffing challenges with Hetzner.
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3 replies
First impressions of Cursor 1.0 release
# aiA brief exchange about initial experiences with the Cursor 1.0 release, focusing on improved UX, privacy mode limitations, and hesitation to use it on company repositories.
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3 replies
AI-generated tests: benefits and limitations
# aiDiscussion about using Qodo Cover and similar AI tools to automatically generate tests, with participants sharing experiences and debating the balance between automation benefits and quality concerns.
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6 replies
Marty Cagan on Product Management and AI
# aiA community member shared a YouTube video featuring Marty Cagan discussing the intersection of product management and artificial intelligence, which received positive engagement through multiple reactions.
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0 replies
Managing AI agent config files efficiently
# aiDiscussion about organizing and synchronizing various markdown configuration files (Cursor rules, Agents.md, Claude.md) for different AI coding assistants, with suggestions to use Claude's hierarchical file system or create a deployment script.
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2 replies
Fun CIA roleplay prompt for ChatGPT
# aiA user shared an entertaining prompt that instructs ChatGPT to roleplay as a CIA investigator analyzing the user's chat history and behavioral patterns, which received positive reactions from the community.
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1 replies
Anthropic's internal Claude code usage insights
# aiA member shared a link to insights about how Anthropic uses Claude code internally, with another member providing the full PDF document for easier access.
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1 replies
Seeking Hetzner contact for hosting issues
# generalA tech leader is seeking high-level contacts at Hetzner to resolve hosting issues, while another member shares negative experiences that led them to migrate away from the provider due to recurring network outages.
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1 replies
Analytics tools for sensitive health data
# generalDiscussion about finding privacy-compliant analytics solutions for German health data, with PostHog being considered as an alternative to the inadequate Matomo, potentially requiring on-premise hosting for compliance.
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2 replies
Affordable consent management alternatives
# generalA tech leader seeks recommendations for more cost-effective consent management solutions than Usercentrics for B2C sites, receiving suggestions for consent.io and termly.io as simpler alternatives.
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2 replies
Cybersecurity tooling recommendations for pen-testing
# generalA tech leader is seeking recommendations for cybersecurity and automated pen-testing tools, specifically asking about Aikido and what other companies are using for dynamic security testing.
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2 replies
Oracle BI pricing benchmarks for negotiation
# generalA tech leader seeks to exchange Oracle BI pricing information with peers who have 100-200 licenses to gain negotiation leverage with Oracle.
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6 replies
Seeking Dynamics 365 BC expertise for manufacturing
# generalA tech leader is looking for Dynamics 365 BC experts to discuss expanding their ERP system from finance to manufacturing/warehouse operations, with another member offering to connect them with a potential resource via direct message.
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2 replies
Cost-saving alternative to Databricks Photon
# product_dealsA community member is sharing information about Exasol Lakehouse Turbo, a new solution that integrates with Databricks as an alternative query engine to Photon, promising cost savings and workload acceleration for Databricks Lakehouse users.
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0 replies
AI tools' future impact on dev budgets
# interesting_contentA shared article about the potentially high costs of LLM tools for developers ($50k/year per developer by 2026) received positive reactions from community members.
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1 replies
ChatGPT as next major distribution platform
# interesting_contentA member shared an article discussing how ChatGPT could potentially become a dominant distribution platform similar to Google for web and Facebook for social media, receiving positive acknowledgment.
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1 replies
Cursor AI tool insights and industry trends
# interesting_contentA community member shared an article from Lenny's Newsletter about Cursor's development and future industry direction, which was appreciated by others who follow the podcast.
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1 replies
Prompt engineering playbook for startups
# interesting_contentA community member shared a valuable article about prompt engineering strategies specifically tailored for startup companies.
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0 replies
Welcoming new member to community
# aiA brief welcome message to a new community member encouraging them to share their expertise, which received positive reactions from the community.
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0 replies
Kiro AI tool for PRD creation
# aiA user shares positive experience using Kiro for writing PRDs, designs, and tasks, while another member raises awareness about the tool's opt-out data training policy.
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1 replies
Document translation tool project
# aiA member shared their new project for translating PowerPoint and Word documents, generating interest from others who inquired about open-sourcing and the technical implementation.
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4 replies
Finding mentorship for junior QA staff
# generalA leader seeks recommendations for an external QA mentor for an engaged junior team member who lacks internal coaching resources, receiving a suggestion for QCademy which may only offer German-language mentoring.
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3 replies
C5-certified CIAM alternatives needed
# generalA tech leader is seeking C5-certified CIAM solutions comparable to Auth0 or Cognito with good developer experience, as alternatives to Open Telekom Cloud.
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2 replies
AI costs reshaping developer budgets
# interesting_contentA humorous article about the potential future cost of LLM tools ($50k/year per developer by 2026) sparked agreement and amusement among tech leaders who found truth in the prediction.
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2 replies
COBOL migration challenges and expertise needed
# generalA tech leader is seeking recent hands-on experience with COBOL-to-modern-system migrations to understand the difficulty level and required COBOL expertise.
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3 replies
Upskilling non-tech staff with automation tools
# generalA tech leader seeks resources to help non-technical team members learn automation tools like n8n, Make, or Zapier to replace manual Excel processes, with one response suggesting automation or self-service tooling instead of upskilling.
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1 replies
New Claude AI variants worth trying
# aiA brief exchange about Claudia (a female counterpart to Claude AI), Cursor, and Claude Code UI, with interest in mobile accessibility for these AI tools.
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4 replies
External CISO recommendations for ISO certification
# generalA request for recommendations for an external CISO based in Germany who can support with security topics and ISO re-certification, with limited community engagement.
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1 replies
PayPal account frozen, seeking support contact
# generalA parent is seeking a direct connection to PayPal customer support after their son's school graduation event account was frozen, with another member suggesting that PayPal's phone support is actually responsive and helpful based on personal experience.
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1 replies
New Claude variant: Claudia AI assistant
# aiA community member shares a link to Claudia (positioned as Claude's "female partner"), prompting a humorous movie reference and brief exchange about potential usage, but lacks detailed user experiences.
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3 replies
Shared tech video resource
# aiA community member shared a YouTube video resource that received positive reactions from other members.
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0 replies
Shared Twitter post sparks joy
# aiA community member shared a Twitter/X post that resonated positively with others, as evidenced by the two joy reactions it received.
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0 replies
Sourcing high-end NVIDIA GPUs
# aiA lighthearted inquiry about where to purchase NVIDIA RTX PRO 6000 Blackwell 96 GB hardware sparked humorous responses about the difficulty of finding such specialized equipment.
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3 replies
Seeking Sintra.ai user experiences
# generalA community member asks for feedback on Sintra.ai, with another user expressing interest in learning more about the tool, but no actual experiences were shared in the thread.
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1 replies
Weekend tech entertainment video share
# aiA community member shared a YouTube video as entertainment content for the weekend, receiving positive engagement through heart reactions.
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0 replies
Seeking Network Solutions domain contact
# generalA brief exchange where a member seeks a direct contact at Network Solutions Inc. specifically for domain-related issues, but doesn't receive the needed connection.
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4 replies