https://gravity.fast/blog/ Building autonomous AI agents. Notes from the team building Gravity. AI workflows, the future of recurring work, and what we learn along the way. en-us © 2026 Gravity AI hello@gravity.fast (Gravity Team) hello@gravity.fast (Gravity Team) Sat, 13 Jun 2026 07:43:23 GMT Gravity build-blog.mjs https://gravity.fast/blog/will-ai-agents-replace-saas-tools/ https://gravity.fast/blog/will-ai-agents-replace-saas-tools/ AI agents are absorbing the workflow-glue layer of SaaS, not the systems of record. Here is what gets disrupted, what survives, and a realistic timeline. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/what-is-an-ai-agent/ https://gravity.fast/blog/what-is-an-ai-agent/ An AI agent is software that takes a goal, plans steps, uses tools, and checks its own work until the job is done. The plain-English 2026 guide. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/what-google-io-2026-means-for-ai-agents/ https://gravity.fast/blog/what-google-io-2026-means-for-ai-agents/ Google I/O 2026 was an agent keynote start to finish. Here is what Gemini 3.5 Flash, Gemini Spark, Antigravity and WebMCP mean for agent builders and users. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/top-ai-agent-use-cases-h1-2026/ https://gravity.fast/blog/top-ai-agent-use-cases-h1-2026/ A ranked list of the highest-adoption, highest-ROI AI agent use cases in early 2026, grounded in real McKinsey and Stanford HAI deployment and adoption data. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/multimodal-agents-vision-voice-action/ https://gravity.fast/blog/multimodal-agents-vision-voice-action/ A plain explainer on multimodal AI agents that see screens, talk in real time, and act on computers and browsers, with verified vendor capabilities. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/mid-year-ai-agent-platform-rankings-2026/ https://gravity.fast/blog/mid-year-ai-agent-platform-rankings-2026/ A founder's mid-2026 ranking of AI agent platforms by category, scored with a transparent method covering speed, reliability, pricing, and vendor lock-in. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-vs-mcp-server-whats-the-difference/ https://gravity.fast/blog/ai-agent-vs-mcp-server-whats-the-difference/ An AI agent decides what to do; an MCP server provides the tools it uses. Here is the clean distinction, the analogy, and how the two fit together. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-startup-funding-tracker-q2-2026/ https://gravity.fast/blog/ai-agent-startup-funding-tracker-q2-2026/ A tracker of AI agent startup funding in Q2 2026: the rounds, the valuations, what categories investors are backing, and the bootstrapped counter-trend. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-security-breaches-2026-roundup/ https://gravity.fast/blog/ai-agent-security-breaches-2026-roundup/ The major classes of AI agent and LLM security incidents shaping 2026, with real documented research and the defensive controls that stop each one cold. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-interoperability-standards-2026/ https://gravity.fast/blog/ai-agent-interoperability-standards-2026/ A clear map of the protocols letting agents, tools, and other agents talk in 2026: MCP, A2A, AGNTCY, and WebMCP, plus buyer advice on avoiding lock-in. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-failures-lessons-from-2026/ https://gravity.fast/blog/ai-agent-failures-lessons-from-2026/ AI agents fail in seven predictable ways in production, from hallucinated actions to runaway cost. A practitioner catalog of each failure class, its cause, and fix. Sat, 13 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-vendor-management/ https://gravity.fast/blog/ai-agent-for-vendor-management/ How an AI agent runs vendor management: tracking vendors and contracts, monitoring renewals and spend, running reviews, flagging risk, and handling vendor comms. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-talent-pipeline-nurture/ https://gravity.fast/blog/ai-agent-for-talent-pipeline-nurture/ How an AI agent nurtures a talent pipeline: keeping candidates warm, personalized outreach, re-engaging past applicants, clean ATS data, and surfacing ready movers. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-social-media-scheduling/ https://gravity.fast/blog/ai-agent-for-social-media-scheduling/ How to automate social media scheduling with an AI agent: content calendars, per-platform adaptation, timing, approvals, and reporting, with you in creative control. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-seo-monitoring-alerts/ https://gravity.fast/blog/ai-agent-for-seo-monitoring-alerts/ How an AI agent monitors SEO and sends alerts: ranking tracking, traffic anomalies, technical health, competitor moves, and the alerts worth acting on. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-product-launch-checklist/ https://gravity.fast/blog/ai-agent-for-product-launch-checklist/ How an AI agent runs a product launch checklist: build the plan, coordinate cross-functional tasks, track readiness, and run launch day cleanly. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-employee-offboarding/ https://gravity.fast/blog/ai-agent-for-employee-offboarding/ How an AI agent runs employee offboarding: checklist generation, access revocation, knowledge transfer, exit task coordination, and a clean audit trail. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-customer-feedback-analysis/ https://gravity.fast/blog/ai-agent-for-customer-feedback-analysis/ How an AI agent analyzes customer feedback: collecting from every channel, tagging themes and sentiment, surfacing signal, routing to teams, and closing the loop. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-contract-review-workflow/ https://gravity.fast/blog/ai-agent-for-contract-review-workflow/ How to accelerate contract review with an AI agent: triage, clause extraction, risk flagging, approval routing, and renewal tracking, with a lawyer in control. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-content-repurposing/ https://gravity.fast/blog/ai-agent-for-content-repurposing/ How an AI agent repurposes content: turn one piece into many formats, adapt tone per channel, run a pipeline, and preserve your brand voice. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-competitive-pricing-tracker/ https://gravity.fast/blog/ai-agent-for-competitive-pricing-tracker/ How an AI agent tracks competitor pricing: monitoring prices, spotting changes and stockouts, recommending moves, and alerting the right person to act. Fri, 12 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-wedding-planners/ https://gravity.fast/blog/ai-agents-for-wedding-planners/ How wedding planners use AI agents to automate vendor coordination, RSVP tracking, couple updates, and timelines so they focus on the celebration. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-tutoring-services/ https://gravity.fast/blog/ai-agents-for-tutoring-services/ How tutoring services use AI agents to automate scheduling, parent updates, lead intake, and billing so tutors spend more time teaching. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-supply-chain-managers/ https://gravity.fast/blog/ai-agents-for-supply-chain-managers/ How supply chain managers use AI agents to automate supplier follow-ups, PO tracking, shipment monitoring, and exception alerts to keep goods moving. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-photographers/ https://gravity.fast/blog/ai-agents-for-photographers/ How photographers use AI agents to automate booking, contracts, gallery delivery, and client follow-ups so they spend more time behind the camera. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-personal-trainers/ https://gravity.fast/blog/ai-agents-for-personal-trainers/ How personal trainers use AI agents to automate scheduling, client check-ins, program delivery, and billing so they spend more time coaching. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-nonprofit-fundraising/ https://gravity.fast/blog/ai-agents-for-nonprofit-fundraising/ How nonprofits use AI agents to automate donor outreach, grant tracking, thank-yous, and reporting so fundraising teams spend more time with donors. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-music-producers/ https://gravity.fast/blog/ai-agents-for-music-producers/ How music producers use AI agents to automate release admin, distribution, royalty tracking, and client follow-ups so they spend more time making music. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-inventory-managers/ https://gravity.fast/blog/ai-agents-for-inventory-managers/ How inventory managers use AI agents to automate reorder alerts, stock reconciliation, supplier follow-ups, and reporting to prevent stockouts. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-interior-designers/ https://gravity.fast/blog/ai-agents-for-interior-designers/ How interior designers use AI agents to automate client intake, vendor sourcing, purchase orders, and project updates so they spend more time designing. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-for-customer-onboarding-automation/ https://gravity.fast/blog/ai-agent-for-customer-onboarding-automation/ How to automate customer onboarding with an AI agent: welcome sequences, data collection, setup tasks, and check-ins that get customers to first value faster. Thu, 11 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/gravity-vs-coze/ https://gravity.fast/blog/gravity-vs-coze/ Coze is ByteDance's no-code bot builder. Gravity is a platform of expert-built agents. A 2026 comparison of build-it-yourself versus run-the-result. Wed, 10 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-set-agent-spending-limits/ https://gravity.fast/blog/how-to-set-agent-spending-limits/ Learn how to set spending limits on an AI agent: budget caps, per-run ceilings, rate limits, and alerts that stop runaway costs before they happen. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-schedule-agent-runs-with-cron/ https://gravity.fast/blog/how-to-schedule-agent-runs-with-cron/ Learn how to schedule recurring AI agent runs with cron: syntax, common schedules, time zones, overlap handling, and monitoring for missed jobs. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-handle-agent-errors-gracefully/ https://gravity.fast/blog/how-to-handle-agent-errors-gracefully/ Learn how to handle AI agent errors gracefully: retries, fallbacks, rollbacks, human escalation, and monitoring so a single failure never cascades. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-create-agent-team-workspace/ https://gravity.fast/blog/how-to-create-agent-team-workspace/ Learn how to create an AI agent team workspace: roles, shared agents, permissions, audit logs, and approval gates so teams collaborate safely. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-connect-agent-to-private-api/ https://gravity.fast/blog/how-to-connect-agent-to-private-api/ A step-by-step guide to connecting an AI agent to a private or internal API safely, covering auth, secrets, scopes, error handling, and testing. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-build-agent-for-data-pipeline/ https://gravity.fast/blog/how-to-build-agent-for-data-pipeline/ A practical guide to building an AI agent for a data pipeline: ingestion, transformation, validation, error handling, and safe scheduled runs. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-audit-agent-decision-history/ https://gravity.fast/blog/how-to-audit-agent-decision-history/ Learn how to audit an AI agent's decision history: logs, reasoning traces, tool calls, and review workflows that make every action explainable. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-travel-agencies/ https://gravity.fast/blog/ai-agents-for-travel-agencies/ How AI agents help travel agencies automate itinerary building, fare monitoring, booking follow-ups, and client updates so agents focus on selling trips. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-insurance-brokers/ https://gravity.fast/blog/ai-agents-for-insurance-brokers/ How AI agents help insurance brokers automate quote comparison, renewals, document collection, and client follow-ups without adding headcount. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agents-for-event-planners/ https://gravity.fast/blog/ai-agents-for-event-planners/ How AI agents help event planners automate vendor outreach, RSVP tracking, timelines, and follow-ups so they spend less time on admin and more on guests. Tue, 09 Jun 2026 00:00:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-version-agent-prompts/ https://gravity.fast/blog/how-to-version-agent-prompts/ A practical guide to versioning AI agent prompts: why prompts need version control, how to name and store versions, run A/B tests, gate changes with evals, and roll back safely. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-test-agent-before-going-live/ https://gravity.fast/blog/how-to-test-agent-before-going-live/ A launch-readiness guide to testing an AI agent before going live: staging, dry-run and shadow mode, go or no-go criteria, a phased rollout, and a rollback plan. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-chain-agents-for-complex-tasks/ https://gravity.fast/blog/how-to-chain-agents-for-complex-tasks/ A practical guide to chaining AI agents for complex tasks: when to use multiple agents, sequential vs parallel orchestration, clean handoffs, shared context, and testing. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-build-multi-step-agent-workflow/ https://gravity.fast/blog/how-to-build-multi-step-agent-workflow/ A step-by-step guide to building a multi-step AI agent workflow: define the outcome, decompose the steps, sequence tools, add checks between stages, and test the chain. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/how-to-add-human-in-the-loop-to-agent/ https://gravity.fast/blog/how-to-add-human-in-the-loop-to-agent/ How to add human-in-the-loop to an AI agent: where to place approval gates, how to set confidence thresholds, when to escalate, and how to design oversight that does not slow everything down. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/deterministic-vs-probabilistic-agents/ https://gravity.fast/blog/deterministic-vs-probabilistic-agents/ Deterministic vs probabilistic AI agents compared: how rule-based predictability and model-driven flexibility trade off, and how hybrid agents get the best of both. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-planning-vs-execution/ https://gravity.fast/blog/ai-agent-planning-vs-execution/ AI agent planning vs execution explained: why agents separate deciding what to do from doing it, how the planner-executor split works, and the trade-offs of each. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team) https://gravity.fast/blog/ai-agent-context-window-management/ https://gravity.fast/blog/ai-agent-context-window-management/ AI agent context window management explained: what the context window is, why it limits agents, and the strategies, summarization, retrieval, and memory, that keep agents on track. Sun, 07 Jun 2026 18:30:00 GMT hello@gravity.fast (Gravity Team)