How to Start an AI Automation Agency in 2026: Services, Tools, and Pricing
A practical guide to choosing a niche, packaging services, pricing projects, winning clients, and operating AI automations safely after launch.
Rerun Blog14 min read
tool calling
245 stories
V7 cuts costs 78% while boosting accuracy with GPT-5.6 Luna
Using GPT-5.6, V7 turns scattered company files into context agents can use to complete complex, source-linked work.
OpenAI News6 min readAI Agent APIs: How to Connect, Control, and Run Agents Programmatically
A practical, vendor-neutral guide to the API contract behind controllable agent runs, including lifecycle state, events, approvals, cancellation, observability, and auditability.
Rerun Blog13 min readChinese AI vs ChatGPT: What Are the Core Architectural Differences?
When comparing Chinese AI vs ChatGPT, your decision comes down to cost versus security. If you need low API pricing, open weights, and fast coding assistance, Chinese AI models like DeepSeek lead the way. However, if your team...
ClickRank Blog27 min readGPT-Live-1 vs Gemini Live vs Grok Voice API: Best Realtime Voice API for Phone Agents
A comparison of the three current realtime speech-to-speech models on the axes that decide a phone deployment: interaction quality, documented telephony support, and pricing basis.
Dograh Blog10 min readAI Agents for Enterprise Explained Simply
Your AI pilot works beautifully in a controlled demo. It reads a few sample support tickets, drafts replies, updates a test record, and gives the team a convincing glimpse of what could happen next.
Donely Blog14 min readAgentic Voice AI 2026: When Your Phone Bot Acts on Its Own
Agentic Voice AI turns your phone bot into an autonomous worker — booking appointments, updating CRM, triggering follow-ups. How to make the leap
Famulor Blog10 min readAgentic State Machines
goose is replacing its classic agent loop with a re-entrant state machine where the conversation is the state and each behavior is an Operation.
goose Blog5 min readDoes DeepSeek V4 Have Vision?
DeepSeek V4 is a family of models, and only some of them accept images. This guide maps every V4 slug on our catalog to its input modalities, shows how to send an image to the two that read images, and shows how to put a vision model in front of the text-only ones.
OpenRouter Blog8 min readShared Selective Persistent Memory for Agentic LLM Systems
Agentic LLM systems that generate code through multi-turn tool use face a fundamental context problem: each session starts from zero, discarding the configuration choices, domain constraints, data schemas, and tool-use patterns that made previous sessions productive.
Apple ML Research3 min readMigrating from closed to open source models, Together
Moving from closed to open source models can take weeks, not years. A five-stage playbook: discover, evaluate, adapt, decide, and production.
Together AI Blog9 min readIs Ollama Good for Coding? What Local Models Can and Can't Do
Ollama only runs the model, so the answer depends on which one you pull and your memory. What local models do well, where Claude wins, and a verdict.
Munder Difflin Blog7 min readAmodei slows frontier 🛑, ARC-AGI-4 🧠, Cursor Projects 👨💻
Most large-scale AI training runs operate at 35–45% Model FLOPS Utilization (MFU). You're paying for twice the compute you're using.
TLDR AI7 min readLLM-as-a-Judge: Score AI Agent Outputs Automatically
An LLM judge is a second model that scores an agent's output against criteria you write in plain language. This guide explains where a judge fits beside deterministic tests and human review, then shows how to add one to an Ori Eval test, compare candidate models, calibrate the threshold against…
OpenRouter Blog12 min readFull Duplex in Famulor: GPT-Live and Voice AI Compared
Listen and speak at once with Full Duplex in Famulor. Compare Pipeline, Half Cascade and Realtime, with model benchmarks, TTS data and use cases.
Famulor Blog13 min readStaff AI Engineer - Agent Architecture & Behavior at Artisan ($250k-$325k)
Staff AI Engineer - Agent Architecture & Behavior — San Francisco, CA · full-time · On-site · $250k-$325k
AI Dev Jobs Blog3 min readGPT-6 Astra Review: Is It Worth the Upgrade in 2026?
GPT-6 Astra earns a clear verdict: if your work involves multi-step digital tasks, this is the most meaningful upgrade OpenAI […] The post GPT-6 Astra Review: Is It Worth the Upgrade in 2026? appeared first on AiZolo.
AiZolo Blog26 min readSoftware revenue is fine. Software valuations are not. Know which one you are selling.
Today's haul: 18 tools · 9 resources · 31 reads · 12 numbers · 22 things that happened. Every tool, resource and read below has a working link. No link, no listing.
MakersClaw Blog19 min read
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