AI Automation
Workflows that ship. Pipelines, scrapers, agents glued to APIs, and the operational discipline that keeps them running past the demo.
Codex Prompts Automate Finance Reporting and Models
Finance teams cut assembly time on MBR narratives, model cleanups, CFO packs, variance bridges, and forecasts by feeding Codex existing spreadsheets, dashboards, and notes via copy-paste prompts that cite sources and flag risks—no coding required.
Night Shift: Agents Run Recurring Jobs Automatically
Delegate repetitive tasks to AI agents using the Night Shift pattern—shared interface + scheduled skills + brief human reviews—so agents handle work overnight, surfacing only decisions needing your input.
Brian CaselEmbed Pi Coding Agents via CLI Tools in Products
Pi's minimal TypeScript SDK powers LLM agents that loop tools; expose CRM/ERP data as secure CLIs for natural agent use, as in a B2B sales pipeline routing RFP emails to per-customer sessions that output inbox drafts.
AI EngineerSingular Bank's AI Cuts Banker Prep by 90 Minutes/Day
Singular Bank's Singularity, powered by ChatGPT and Codex, delivers real-time portfolio analysis, action recommendations, and compliant comms, saving bankers 60-90 min/day on routine tasks.
Scaling AI Agents to Slack Company Coworkers
Viktor turns personal AI agents into company employees by living in Slack, inheriting one-time integrations for 3,000 tools, isolating memory across channels/DMs, and handling Slack's complex inputs like threads, edits, and drifts—while preserving model personality for user trust.
Replay Logs Fail Agents: Use VM Snapshots Instead
Replay durability constrains agent code with growing logs; split into context logs (DB durable) and execution snapshots (14MB Firecracker VMs, <1s save/100ms restore) for multi-day sessions.
AI EngineerHermes Desktop App Enables Easy Self-Evolving AI Agents
Hermes Agent runs 24/7 persistent, self-improving AI agents locally with long-term memory and closed learning loops; new Desktop App adds intuitive UI for setup, multi-agent management, and tools on Windows, macOS, Linux.
Build Hermes AI Agent: VPS Setup to Scaled Automations
Follow this step-by-step guide to deploy Hermes Agent on a VPS, integrate Telegram, create skills/crons, backup to GitHub, and scale multiple agents for proactive AI assistance.
Archon Fixes AI Agent Randomness with Harness Engineering
Archon uses YAML DAG workflows, isolated git worktrees, and auto-loading agent skills to make AI coding agents produce consistent, repeatable results with clean PRs, even in parallel runs on local hardware like M4 Pro.
Better StackAI Agent Handles 60% of Marketing Ops, Frees Humans for Strategy
10K, an AI agent built with gpt-4o-mini in six weeks, automates 1.5-2 FTEs worth of routine marketing tasks ($700/year vs $250K-$400K) like daily reports and drafts, but zero on strategy, hiring, or politics—target workflows, keep humans in the loop.
Trigger.dev: Async Infra Powers 90% AI Agents
Trigger.dev evolved from Zapier-for-devs background jobs to a reliable SDK for executing AI agents, hitting PMF with v3's hosted execution and checkpoint-resume primitives—perfectly timed for agent era, now 90% usage from agents.
Symphony: Agents Autonomously Claim and Complete Tasks
OpenAI's Symphony uses issue trackers like Linear to let coding agents claim tasks, spin up isolated workspaces, and only ping humans for reviews—solving the 3-5 session supervision bottleneck. Install by prompting an agent with a 2000+ line spec to build it.
Verdent Manager: AI CTO Builds Apps from One Prompt
Verdent Manager decomposes high-level ideas into parallel tasks, remembers your stack and preferences, pulls specialist skills, integrates with Slack/Telegram, and deploys apps—handling project management so you focus on business.
Printing Press: CLI Factory for Token-Efficient Agents
Printing Press provides 50+ pre-built CLIs and a factory to turn any tool into a CLI, outperforming APIs (massive JSON) and MCPs (35x more tokens, 72% reliability vs CLI's 100%) for Claude Code agents by delivering clean 200-token outputs without context bloat.
Claude + Higgsfield MCP Builds 3 Agency Ad Tools in One Session
Integrate Higgsfield MCP into Claude Code to generate Shopify creative packs, counter 1-star Amazon reviews with UGC ads, and create consistent AI influencers—all from single prompts, replacing full agency workflows.
Codex Chrome Extension Gives AI Agents Signed-In Browser Access
OpenAI's Codex Chrome extension lets its AI agent use your signed-in Chrome sessions for tasks on LinkedIn, Salesforce, Gmail, and internal tools, auto-selecting from plugins, Chrome, or in-app browser tiers.
Anthropic Open-Sources Wall St Analyst Agents
Anthropic released 10 end-to-end Claude agents mimicking Goldman Sachs analyst roles, with prompts, checklists, 11 licensed data connectors, and 7 vertical bundles—democratizing workflows once locked behind $25k terminals and bank secrecy.
Free Perplexity LLM Council via OpenCode + MCP
Replicate Perplexity's Max-only LLM Council feature on a Pro account using free OpenCode and Perplexity Web MCP/CLI, enabling multi-model debates that cost 1 Pro search per engagement.
DeepSec Structures AI Security Scans on Large Codebases
Vercel's DeepSec harnesses Claude Code and Codex to scan repos via regex filtering, batched parallel agent analysis (Opus 4.7 max effort, GPT 5.5 x-high), and optional revalidation—10-20% false positives, ideal for AI-generated code vulnerabilities.
Pair OpenClaw + Hermes to Halve AI Costs
Run OpenClaw on Opus for high-stakes planning/review and Hermes on cheap models for execution/volume tasks in a shared workspace—delivers Opus-quality output at 50% lower cost via parallel work and task matching.
Pi + Obsidian CLI Builds Agent-Powered Second Brain
Integrate Pi AI agent with Obsidian's CLI and Graphifi to query markdown notes via structured search, links, and knowledge graphs—reducing token waste and enabling context-aware retrieval without proprietary lock-in.
$254/Month for AI VPs Handling 70% of Ops
SaaStr's custom AI VPs for Marketing (10K, $95/mo) and CS (Qbee, $160/mo) on Replit replace 70% of human operational work costing $500K-800K/year, with full stack at $2,300/mo driving 47% YoY revenue growth.
Production AI Agents: Block Bad Pitches, Isolate DBs, Specialize SDRs
SaaStr runs 20+ agents turning revenue from -19% to +47% YoY; audit by 'would you buy?', use contained platforms like Replit to prevent DB deletions, hire marketers to execute AI VP ideas.
Mozilla's Agentic AI Pipeline Uncovers 271 Firefox Vulns
Using Claude Mythos Preview in an agentic pipeline that self-verifies via custom test cases, Mozilla found 271 unknown Firefox 150 vulnerabilities—some 20 years old—driving total fixes to 423 in April vs. 76 prior record.
NEO Automates Full ML Pipelines in VS Code from One Prompt
Install NEO VS Code extension to generate synthetic datasets, train models, deploy APIs, and build UIs autonomously for ML tasks like chat moderation, using local files with optional cloud integrations for privacy.
Weekend AI Agent Powers HR, Finance, Marketing Unexpectedly
Ship minimal AI tools fast: Pulsar, a weekend scraper for dev trends, surfaced market insights that reshaped strategy and integrated into finance comp analysis, HR onboarding, and marketing calendars.
Sell Custom AI Agents to Local Biz: Claude + Poppy Stack
Build AI chat widgets for local businesses using Poppy for knowledge hubs and Claude Code for scraping—deploy via API, charge $1,000–$1,500 setup + monthly subs for updates.
AI Clears Healthcare Referral Backlogs with Instant Scheduling
Specialty practices process thousands of faxed referrals manually, causing delays; Basata's AI extracts data from faxes, uses voice agents to call and book patients instantly, handling 500k referrals to date.
Copy This Lean AI Stack + Frameworks to Beat Overwhelm
Stick to S-tier daily drivers (Claude Code in VS Code + Glido); use tiered stack and decision framework—test new tools only if they solve real pain points in real scenarios, accepting a 20% productivity dip only if it leads to net gains.
Stealth CloakBrowser Automation in Colab with Persistence
Run Playwright-style stealth Chromium automation in Google Colab by isolating sync APIs in a worker thread; customize contexts with viewport=1365x768, persist localStorage via storage_state.json or profile dirs, and inspect undetectable signals like webdriver=false.
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