ai-workflows
Stop Autonomous AI Agents from Getting Stuck in Loops
Discover why autonomous AI agents get trapped in endless tool repetition and context decay, and learn 5 production-grade Python patterns to fix them.
8m read
#python
29 articles
ai-automation
Indirect Prompt Injection: How to Protect AI Agents (OWASP)
A hidden resume prompt hijacked an AI agent in our lab. Here is the exact attack vector, why input sanitization fails, and 3 defensive fixes.
8m read
ai-automation
Open WebUI + Ollama RAG: Local IT Runbook Indexing Guide
How our team set up Open WebUI and Ollama with nomic-embed-text to index internal IT runbooks, network topologies, and incident notes 100% offline.
8m read
automation
How We Scaled E-Commerce Catalog Sync Across 35 Stores
A real-world dev-ops breakdown of building an automated catalog sync pipeline across 35+ retail stores with Python, Redis queues, and Celery workers.
6m read
ai-automation
Gemini 3.6 Flash vs 3.5 Flash: Speed & Pricing Guide (2026)
Our team benchmarked Gemini 3.6 Flash vs 3.5 Flash-Lite: 280 tok/sec throughput, 90% context cache discount, pricing, Python API script, and test results.
7m read
ai-automation
5 Best Free AI Avatar Generators in 2026 (Cloud & Local)
Create realistic AI video avatars for free in 2026. How our team tested HeyGen, Hedra, and local LivePortrait setups with zero subscriptions and watermarks.
8m read
ai-automation
5 Best Free AI Logo Generators in 2026 (SVG Vectors)
Create clean, scalable SVG logos for free in 2026. How our team tested Recraft v3, Ideogram 2.0, and local vectorizers to bypass pixelated PNGs and agency fees.
9m read
ai-websites
5 Free AI Image Generators Better Than ChatGPT (2026)
We tested 5 free AI image generators that beat ChatGPT and Gemini in 2026: FLUX.1 locally via Fooocus, Recraft SVG, Ideogram typography, and Leonardo.
10m read
ai-automation
How to Set Up Fooocus Locally on Windows 11 (2026 Guide)
Set up Fooocus locally on Windows 11 with an NVIDIA GPU. Step-by-step installation, VRAM optimization flags, FLUX.1/SDXL models, and troubleshooting.
8m read
ai-automation
DeepSeek Cloud Orchestration: Daemon Setup & Log Telemetry
Learn how to run DeepSeek locally for cloud ops with structured JSON logging, LM Studio API endpoints, systemd daemons, and health watchdogs.
8m read
ai-automation
AI Content Auditor Python Guide: Scoring Blog Quality (2026)
Our team built a Python content auditor scoring 69 articles across 7 lexical metrics. Here is the full script, 55/100 audit postmortem, and clean-up runbook.
9m read
build-in-public
Retooled Our AI Content Pipeline After Expert Audit
Our team audited our 12-stage AI content pipeline. We cut 7 phantom metrics and added Python evidence scoring. Full architecture and code.
8m read
ai-automation
Automate Excel Data Cleaning: Python DeepSeek CLI
Eliminate manual spreadsheet cleaning. Learn how our team built a Python CLI with DeepSeek to unmerge cells, fix date formats, and clean Excel files in seconds.
8m read
ai-automation
Automate Grade Reports: Python Script & DeepSeek Setup
Automate weekly student grade reports using Python and DeepSeek: clean messy CSV data, compute GPAs, and schedule runs in under two seconds.
6m read
ai-automation
How DeepSeek Flagged 3,000 Cloud Resources (AWS Case Study)
A DeepSeek AWS cleanup script flagged 3,000 resources for deletion due to hallucinated tag logic. Here is the post-mortem, safeguards, and hardened code.
8m read
ai-automation
DeepSeek API Cost Tracker: Save $2K/Mo with Python Tool
Track AI API spending across DeepSeek, OpenAI, Claude, and Gemini with our standalone Python script. Fix hallucinated endpoints and cut cloud AI bills.
8m read
it-operations
Automated TLS Certificate Renewal with DeepSeek & Python
Automate Let's Encrypt SSL/TLS renewal with DeepSeek and Python: OpenSSL ASN1 parsing, pre-flight nginx syntax checks, zero-downtime reloads, and cron setup.
9m read
build-in-public
How We Built a Python Database Audit CLI with DeepSeek
We used DeepSeek to generate a multi-database audit CLI for MySQL, PostgreSQL, and Oracle. Here is the exact prompt, three AI failures, and the working code.
7m read
ai-tools
ChatGPT vs Claude vs Gemini in 2026: Hands-On Benchmarks
ChatGPT vs Claude vs Gemini compared across coding, writing, reasoning, and data analysis. Our team ran 90 days of benchmarks across all three $20/mo tiers.
8m read
ai-websites
How to Write Emails with AI That Get Replies: 5-Step Guide
Learn how to write emails with AI that get replies. Our team tested 5 AI models across 200 outreach emails: prompt templates, spam filters, and Python script.
11m read
privacy
Remove Personal Information from Google Search: Step-by-Step
Remove your address, phone number, and private records from Google Search in 2026. How our team uses Google's Results About You tool and data broker opt-outs.
9m read
automation
Microsoft AI Office Automation: Copilot Guide (2026)
Prepare for Microsoft 365 Copilot and office AI automation. How our team audits office workflows, tests Excel & Teams prompts, and configures Graph API scripts.
8m read
privacy
Student Data Privacy in Campus AI: FERPA Audit Guide
Protect student data privacy when adopting AI on campus. How our team audits EdTech vendors across FERPA, GDPR, and biometric proctoring. Runbooks & scripts.
8m read
ai-websites
Why Berkeley CS Classes Banned AI Chatbots (2026 Case Study)
How Berkeley CS students ditched ChatGPT chat boxes for sandboxed Python agents with SQLite memory, automated task planners, and zero-downtime execution.
9m read
ai-websites
ChatGPT for Excel: Financial Data & Formula Automation Guide
Automate financial data in Excel with ChatGPT and live API connectors. How our team pulls balance sheets, models DCFs, and generates dynamic formulas.
7m read
privacy
How to View and Delete ChatGPT Memory Tracking (Guide)
Learn how to view, export, and delete ChatGPT memory tracking. How our team audited OpenAI profile data, purged memories, and configured privacy controls.
8m read
automation
How to Automate Your Daily Workflow with Free Tools in 2026
Stop wasting 2 hours daily on repetitive tasks. How our team automated email, file routing, and reporting with free tiers of n8n, Zapier & Power Automate.
8m read
free-software
How Teachers & Students Access Free Microsoft Copilot (2026)
How teachers and students get free Microsoft Copilot in 2026. Step-by-step verification guide, commercial data protection rules, and prompt blueprints.
9m read
ai-websites
How to Learn Excel Faster Using ChatGPT (Prompt Guide)
Learn Excel 10x faster with ChatGPT. How our team uses AI as an interactive tutor for XLOOKUP, dynamic arrays, PivotTables, and error debugging.
9m read