Assembling @droid, the frontier software development agent. Available to anyone, with any model, in any IDE/terminal.
curl -L app.factory.ai/cli |sh
Based in United States
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How does self-improving software work? Listen to our CTO @EnoReyes talk about building the machine that builds the software powering thousands of developers globally.
Listen to the episode here: piped.video/watch?v=NLsiZtle…
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ALT Factory and Fireworks logos with the headline: Factory's Legacy-Bench is on the Specialized Intelligence Index, beside a 3D grid chart of connected data points.
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Today, our benchmark, Legacy-Bench, joins @FireworksAI_HQ’s Specialized Intelligence Index.
Frontier models have blind spots for legacy code, what’s benchmarked is improved. Legacy-Bench tests how well AI models can debug, extend, and migrate historic systems, to drive the future of software.
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Lower cost does not mean sending every task to the least expensive model.
Factory Router selects an efficient model when it can complete the work reliably, and moves to a stronger model when the task requires it.
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Factory Router now cuts inference costs by 63% in production, up from 42% in late June, while routed session volume grew roughly 4x.
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Introducing Teams.
Bring Factory to your whole engineering team. With Teams, you can now add multiple users to a self-serve plan with centralized billing.
Delegate bug fixes, tests, and migrations to Droids while your team focuses on what to build next.
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Opus 5.5 is live in Factory. Some initial observations:
/ Medium is a strong default
/ 20–25% fewer output tokens than @AnthropicAI Opus 5 at the same effort
/ Clear, actionable answers on long investigations
Try it now: factory.com/
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Grok 4.7 is live in Droid. Observations so far:
- Strong across engineering, debugging, data, and infrastructure work
- Moves into concrete command discovery faster than @SpaceXAI Grok 4.6
- Medium is a strong default
- High adds lift on legacy-code work
Try it here: factory.com/
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Factory now offers three deployment models: Factory Managed, Factory Private, and Factory FedRAMP, for which authorization is in progress.
Together, these deployment models give organizations more flexibility and control over how Factory is operated, where Factory’s autonomous software engineering agents, known as Droids, run, and where data resides.
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Introducing Factory Private, a new deployment option that lets organizations run Factory in their own VPCs, on-premises environments, or air-gapped networks.
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Factory for @SlackHQ Code is now in beta for select users.
Bring a software task into the channel, collaborate with your team, and Factory gets to work. The result comes back where the conversation started.
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You can read all about it on our Enterprise pages! We have really good options to keep your deployment private.
factory.ai/enterprise
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We've raised $200M at a $5B valuation to scale self-improving software development in the enterprise.
The round brings our total funding to over $400M and more than triples our $1.5B valuation from April.
ALT Bold graphic with red background features a Factory logo, highlighting fundraising of $200M and valuation of $5B, on the way to pioneer the self-improving software category.
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GPT-6 Astra is now available in Factory for all customers.
ALT Factory interface showing GPT-6 Astra selected in Auto (High) mode.
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Factory and @Carahsoft are bringing agent-native software development to the public sector.
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Fable 5.1 is now in Droid.
Best for open-ended problem solving, tech debt clean-up, and merge-ready large-scale delegation.
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Factory is expanding to Japan.
Some of the world's largest banks, manufacturers, and electronics companies operate here. Factory is now on the ground with them via our regional hub, led by Seiji Sasaki, President and GM of Japan.
ALT Seiji Sasaki, President and GM of Japan, is featured prominently against a dark, textured background, reflecting corporate identity.
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Watch today wherever you get your podcasts:
> Spotify open.spotify.com/episode/1K7…
> Apple podcasts.apple.com/gb/podcas…
>YouTube piped.video/watch?v=h9VNB9TA…
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In 3 years, nearly 99% of AI workflows will be done on open models, but 1% of those tasks will be worth 30-40% of the economic value of the future of intelligence.
Listen to @EnoReyes in conversation with @HarryStebbings - out now.
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Any model, any time.
Factory is model-agnostic by design.
OpenAI and Grok models are 60% off until September 4 at 7pm PT.
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Sales: walk into an account review with full customer history.
Droid turns @salesforce, @Gong_io, @SlackHQ and @Outlook into one consolidated brief you can walk in with.
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Product: decide what to build from what customers are actually saying.
Droid pulls feedback from @SlackHQ , checks usage in @Amplitude_HQ and turns it into a sourced roadmap recommendation.
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Engineering: start with a production error. End with a patch your team can review.
Droid searches @sentry and @datadoghq, traces the issue in @github and opens the fix ticket in @linear.
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Connectors bring Droid to your tools. Personas bring Factory to your role.
Choose your role, and Factory tailors your first tasks and recommended Connectors.
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Droid now works everywhere you do.
Connect @Google, @linear, @databricks, @NotionHQ, @Snowflake, @figma, @datadoghq and over 50 additional tools. Introducing Connectors and Personas.
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Value is created when intelligence is deployed.
Today, we’re launching the Factory Partner Network, supported by a $100 million investment in partnerships to help enterprises deploy their software factory.
We're deeply invested in the success of enterprise customers. Moving AI from pilot to production takes more than AI-powered code generation; it takes trusted and talented partners who understand the organization, the technology, and the stakes.
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Agent Effectiveness is available now in private preview in Factory Analytics:
factory.ai/news/agent-effect…
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Trace Factory spend to shipped work.
'Attribution' links sessions to projects, issues, users, and artifacts. See the specific work behind organization-level spend.
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Make sure added capacity reaches priority work.
'Output' maps Factory spend to session intent: feature engineering, maintenance, bug fixes, and exploration.
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See where teams are shipping faster.
'Throughput' puts Factory usage next to project, issue, and pull request cycle times. Compare projects, pods, and users against quarterly targets, then pinpoint where the gains are concentrated.
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Introducing Agent Effectiveness.
Measure Factory usage across cycle time, work priorities, and shipped artifacts, so you can actually see what your AI spend produces.
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Security-sensitive teams should not have to move source code, context, or execution outside their environment to operate their software factory.
Factory runs on @nvidia DGX Spark with NVIDIA Nemotron 3.5 Lightning, giving teams a local path to investigate issues, modify code, run tests, and prepare changes for review.
For on-premises and air-gapped deployments.
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A consulting firm may organize by project, with separate controls and integrations for each client.
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A global systemically important bank (GSIB) may separate regions, regulated workloads, shared platforms, and pre-production while centralizing billing, identity, and governance.
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We work with large, complex global enterprises every day, and we see firsthand how complicated rolling out AI can be across teams, regions, and security requirements.
A single set of controls rarely fits the whole company. Some examples we've seen:
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Join us August 6th for an evening of Open Source with @MiniMax_AI, @Kimi_Moonshot, @baseten, @modal, and other builders.
We have one exclusive spot open for a community demo too! More below:
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10,000 human-days of modernization work done in 45 days.
45 day database migration completed in 6 hours.
See how @Comarch is building its own software factory.
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Kimi K3 has arrived in Droid. In support of the open model ecosystem, Kimi K3 is 50% off for the first two weeks, until August 10.
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Build presentations with Design Mode.
Ask Droid in the Factory Desktop App to build a slide deck, then preview it in the browser. Click any chart or stat in the .pptx and tell Droid what to change, like "highlight the L3+ bars in orange.
What would you have it build first?
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We're teaming up with @sentry for a live Incident Response demo.
Watch us break things in real time and let Droid triage and fix them: from Sentry alert in Slack > to autonomous RCA > to fixed. Register below.
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Step through a full diff of everything Droid touched, file by file, so you know precisely what's being shipped.
Try it today at factory.com
ALT A code editor displays a testing script for a RevenueChart component, including function definitions and expectations for rendered elements.
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Review code line by line with inline diff comments, then let Droid implement the changes directly in the Factory Desktop App.
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The slowest part of agentic coding is describing what you want.
With design mode you just point: click the element, section, or file, comment, and Droid picks up the context and makes the edit.
Live-edit documents, websites, and code diffs directly in the Factory Desktop App with design mode. Get all your work done without ever having to leave the app.
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When an alert fires (from @Sentry, @Rootlyhq, @axiomhq, @datadoghq), Droid opens a session, reads the logs, and finds root cause.
Say there's a usage spike causing duplicate backend requests: it pinpoints the logic, reports in @Slackhq, and can automatically ship the fix.
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Factory Incident Response investigates Slack alerts, triages the noise, and prepares a fix before you've opened your laptop.
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