Swap MCU to debug I2C bus, uncovers hidden firmware bug
Tactics · dev.to · stat: 6/6 Aliaksandr Liapin details a hardware debugging tactic: swapping the microcontroller unit. After a week of failed I2C troubleshooting on an nRF52840-DK, moving the…
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Federated Learning Lab: Deep Dive into Non-IID Data and Differential Privacy
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Leveraging AI for Complex Decisions: Three Options, Explicit Trade-Offs
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Andrew Kelley's Long Bet on Zig: Crafting a Language for the Future
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Claude Sonnet and Gemini Flash Miss Identical Security Hardening Steps
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SVG Icon Systems in 2025: A Comparison of Free Libraries and Implementation
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Intel B60 48GB vs. Nvidia RTX 3060 for Local LLM Inference
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Redbark's 90-Day Playbook: 200 Paid Users, $3K MRR, and ChatGPT's Impact
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Free Tools Drive 60% Traffic for TikTok Analytics SaaS
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RAG Pipeline Optimization: Four Tactics for AI Accuracy
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Optimal Local Coding Setup for RTX 3090: Llama.cpp and DeepSeek Coder
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EU AI Act Article 50: Founder's 10-Day Compliance Playbook
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Tsundoku Slayer: An agent for developer focus using local LLMs
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Replit vs. Railway for indie AI projects: Cost and reliability compared
We evaluate Replit and Railway as hosting options for indie AI projects, focusing on cost structures, reliability, and suitability for different development stages, drawing on a founder's experience.…
AI Prompts for *Architectural Components* Yield Better Design
A founder's experience with Bit Cloud demonstrates that specific, constrained AI prompts can generate valuable architectural components, guiding foundational design before implementation begins.…
Gentle Prompting Reduces LLM Hallucinations and Latency
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Qwen 3.5-35B-A3B: Local LLM deployment requires significant scaffolding
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Tenstorrent Blackhole p100a: Too early for self-hosted SLM training?
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Local memory retrievers for Hermes on Strix Halo NPU
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Three Files to Guide AI Before Writing Code
A dev.to founder proposes an AI-native project setup, prioritizing explicit instruction files over traditional configurations. This reordered approach aims to prevent common AI missteps from the…
How to Handle Failed Payments Before Dunning Automation
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SimplePay: Straightforward Payroll for Small Teams
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Agentic Ops: Shipping a Game with AI in Five Stages
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Directing an AI Agent to Build a Full Site
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Tibo's Playbook: $700K MRR Across 4 Micro-SaaS Products
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Cadenza.Agent bridges OpenAI Codex CLI to Claude, Gemini, and Llama
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Drogon offers a sane path for C++ web services, reducing Python rewrite pain
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Fixing 6 Critical Website Flaws: A Performance Playbook
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Deploying Seven AI Agents for Developer Workflow Automation
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Do Micro-SaaS Valuations Favor Hype or Stickiness?
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Zenndra API: A third-party solution for Medium data access
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Optimize AI Coding with *Scoped* and Specific Rules
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Four CLAUDE.md Patterns for AI Rule Adherence
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Debugging Cross-App Auth: A Shared Data Deadlock Playbook
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AWS Lambda Managed Instances: Multi-Concurrency for Compute-Heavy Workloads
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vLLM on 4x Nvidia RTX A4000: Qwen 3.6 27B Q8 achieves 83 tokens/second
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Qwen3.6-27B Quantization Benchmarks: KLD and Same Top P Reveal Quality Trade-offs
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Output Length-Constrained Summarization on Tiny LLMs
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Flash Attention 2 (ai-bond) shows significant V100 speedups and memory reduction
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OpenRouter's Production Suitability: Latency and Pricing Concerns
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Orchestrating 26 AI Agents to Audit Code
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2B Parameter LLMs for Local Lookup: Balancing Speed and Accuracy on Laptops
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Provenant reduces coding agent tokens by 60x with wiki-style retrieval
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Zero-Code App Development: The Prompt Engineering Playbook
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RTPurbo claims 9.36x prefill speedup for long-context LLMs
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xunil74's Local AI Voice Control Outperforms Cloud on RTX 4060 Ti
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Qwen3.5 27B Heretic: A General-Purpose LLM for Local Deployment
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Qwen3.5 35B A3B: Native MTP preserved for general AI assistance
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SMB BI Playbook: Dashboards, Reports, and OKRs Defined
A Reddit founder outlines a tactical framework for business intelligence at SMB scale, targeting companies from 5 to 100 people. The approach prioritizes clear definitions and disciplined execution…
Should AI Be a "Senior Intern" or a Lead Engineer in Software Development?
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Strangler Fig Pattern: Incrementally Migrating Legacy AI Monoliths
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Measuring AI Technical Debt: LogiFlow's Data-Driven Turnaround
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Pipedrive's Visual Pipeline for Indie Founders: A 2026 Assessment
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Entity Resolution Without ML: A Python Playbook Achieved 100% Match Rate
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Solo App Launch: Reddit Engagement Outperforms Product Hunt for Reflect Diary
An iOS diary app launched with zero audience and achieved only 27 downloads in 12 days. Its founder's tactical breakdown reveals direct community engagement on Reddit moved the needle more than…
Apple, Google modify push notification behavior for developers
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