Naftiko
@naftiko.bsky.social
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📥 590
📝 152
Embrace Your Legacy, Integrate Your AI Future
Kin Lane believes that the bill for AI is coming soon, arriving on top of an overdue tab that has been accumulating for almost a decade, as API sprawl & application proliferation have outpaced businesses ability to understand, govern, or cost what has been built.
thenewstack.io/ai-spend-bus...
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Taming the agentic influx: a blueprint for AI business observability
API analyst Kin Lane tells The New Stack why business observability, FinOps, and MCP governance are essential to managing runaway AI spend in the enterprise.
https://thenewstack.io/ai-spend-business-observability/
about 1 month ago
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reposted by
Naftiko
Bruno Pedro
about 1 month ago
Thank you,
@naftiko.bsky.social
, for supporting the API Changelog newsletter.
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The bill is coming due.
add a skeleton here at some point
about 1 month ago
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Every legal, policy, and AI governance team I have talked to in the last six months is trying to keep up with the same thing — fifty states writing AI legislation in parallel, at different speeds, in different vocabularies, with nobody centralizing the picture.
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A Fifty-State AI Legislation Tracker as One Naftiko Capability | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/fifty-state-ai-legislation-tracker-as-one-naftiko-capability/
about 1 month ago
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I have been walking through the Naftiko Framework use cases one at a time, and this is the one I have been quietly saving for last. Capability-first API reusability.
naftiko.io/blog/capabil...
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Capability-first API Reusability: Turning Old API Investment Into New Experiences | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/capability-first-api-reusability-turn-old-api-investment-into-new-experiences/
about 1 month ago
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reposted by
Naftiko
Paul Frazee
about 1 month ago
Explain to me why airplane wifi is slower despite being closer to the cloud
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Exploring the MCP Registry deployment at Schneider Electric with Manu PK on this edition of the Naftiko Capabilities podcast, understanding more about large enterprise are taming the MCP sprawl.
www.youtube.com/watch?v=J79B...
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MCP Registry Governance at Scale — How Schneider Electric Rolled Out MCP Safely
YouTube video by Naftiko
https://www.youtube.com/watch?v=J79B-Gx6SwM
about 1 month ago
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Anthropic’s Building Effective Agents is the single most important reference document I have read in 2026. Inside the team here, we treat it as a week-to-week input rather than background reading. .
naftiko.io/blog/anthrop...
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Anthropic Calls It
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/anthropic-calls-it-agent-computer-interface-we-call-it-capabilities/
about 1 month ago
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Apify just shipped the right pattern. Their new MCP Configurator lets a consumer pick 10–15 Actors out of the 25,000+ on the platform and expose just those to an agent through a custom MCP URL. Pre-configured. Bounded. Searchable when the agent needs to escape the box.
naftiko.io/blog/apify-e...
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Apify Engineered Its MCP Context Window. Naftiko Engineers the Fleet. | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/apify-engineered-its-mcp-context-window-naftiko-engineers-the-fleet/
about 1 month ago
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Gathering the signals coming out of the financial services industry to understand how each company, and the overall sector is responding to the integration of AI into operations.
substack.com/home/post/p-...
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Naftiko Signals — Financial Services Industry Report
Gathering the signals coming out of the financial services industry to understand how each company, and the overall sector is responding to the integration of AI into operations.
https://substack.com/home/post/p-198298618
about 1 month ago
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→ Is there an OpenAPI spec? → Is there an AsyncAPI? → Is there a Swagger 2 still hanging around? → Is there an MCP server descriptor? → Are there Agent Skills? → Are there JSON Schemas? → Postman collections? Bruno collections?
www.linkedin.com/pulse/capabi...
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A Capability Scanning for Swagger, OpenAPI, AsyncAPI, MCP, Agent Skills, JSON Schema, Postman and Bruno Collections on Github.
When an agent walks up to a GitHub repo today, the first useful question it can ask is "what does this repo actually carry?" Not the README. Not the language histogram.
https://www.linkedin.com/pulse/capability-scanning-swagger-openapi-asyncapi-mcp-agent-kin-lane-f8y8e/
about 1 month ago
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reposted by
Naftiko
The New Stack
about 1 month ago
Anthropic’s Microsoft 365 expansion turns Claude into a persistent cross-app workspace.
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Claude can now follow users across Outlook, Word, Excel, and PowerPoint
Anthropic’s Microsoft 365 expansion turns Claude into a persistent cross-app workspace.
https://bit.ly/43a9COz
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Last week I participated embedded event at a larger builders conference in Philadelphia. The event itself was three hours. The room held about thirty people. The mix was startups, enterprise CIOs, and a handful of investors.
naftiko.io/blog/engagem...
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Engagement Beats Impressions — The Playbook Has Changed | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/engagement-beats-impressions-the-playbook-has-changed/
about 1 month ago
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reposted by
Naftiko
Visual Studio Code
about 1 month ago
đź§ The conversation around AI for developers usually starts with the model. But inside @code, what really shapes the experience is the coding harness: the layer responsible for context, tool calling, agent loops, terminal execution, memory, and more.
code.visualstudio.com/blogs/2026/0...
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The Coding Harness Behind GitHub Copilot in VS Code
Learn why the coding harness around GitHub Copilot in VS Code matters as models, tools, agents, and providers evolve.
https://code.visualstudio.com/blogs/2026/05/15/agent-harnesses-github-copilot-vscode
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A Naftiko “operations” capability -
naftiko.github.io/visualizatio...
about 1 month ago
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reposted by
Naftiko
Bruno Pedro
about 1 month ago
"More than half of large companies now manage more than 1,000 APIs. And, if each API has, on average, 10 operations, you end up with an inventory that is almost impossible to manage."
apichangelog.substack.com/p/moving-fro...
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Moving from API Operations to Business Capabilities
How to organize your API operations into business assets.
https://apichangelog.substack.com/p/moving-from-api-operations-to-business-capabilities
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There is a sentence I keep hearing in enterprise conversations, usually from a leader who is genuinely trying to move fast on AI and feeling pulled in two directions by their org.
naftiko.io/blog/governa...
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Governance Is the Engine, Not the Brake | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/governance-is-the-engine-not-the-brake/
about 2 months ago
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I am at APIDays NYC for the second year in a row. The conference is still very much about AI and agents — that is the center of gravity and probably will be for a while. What has changed in twelve months is the texture of the conversation.
naftiko.io/blog/apidays...
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APIDays NYC 2026: The AI Conversation Is Getting Grounded | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/apidays-nyc-2026-the-ai-conversation-is-getting-grounded/
about 2 months ago
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I am giving two talks at APIDays NYC this week. On paper they look like two different topics — API governance on Wednesday, OpenAPI examples and tags on Thursday — but they are really one argument from two sides.
naftiko.io/blog/two-api...
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Two APIDays NYC Talks, One Thesis: Governance Belongs at the Consumption Layer | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/two-apidays-nyc-talks-governance-belongs-at-the-consumption-layer/
about 2 months ago
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Three of the largest enterprise SaaS vendors on the planet just made the same move & it tells you exactly which decade their internal product roadmaps live in. Salesforce locked down agent access first. Slack followed a few weeks later. SAP just announced its own version.
naftiko.io/blog/when-sa...
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When SaaS Vendors Lock Down Their APIs, It's Not Security — It's a Product Failure | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/when-saas-vendors-lock-down-their-apis-its-a-product-failure/
about 2 months ago
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reposted by
Naftiko
API Evangelist
about 2 months ago
Tell me you don't have a handle on API management without telling you don't have a handle on API management. -
www.cio.com/article/4166...
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SAP’s new API policy restricts AI access, draws customer criticism
Limiting API usage to “SAP-endorsed architectures, data services, or service-specific pathways,” SAP has encountered pushback from the DSAG user group over the scope and implications of the updated po...
https://www.cio.com/article/4166172/dsag-criticizes-saps-new-api-policy.html?ref=steampunkai.com
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What if MCP servers are better deployed by API consumers for what they need, instead of API providers publishing their own MCP servers?
about 2 months ago
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A pattern keeps repeating & we are watching it repeat right now in real time. A category opens up. A startup makes the entry point easy & free, gets people hooked at the team & individual level & then funnels everyone toward the SaaS-cloud version where the revenue lives.
naftiko.io/blog/privati...
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Privatize and Maintain — Not SaaS | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/privatize-and-maintain-not-saas/
about 2 months ago
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Listening to RJ Juliano of Parkway Corp and Bonnie Ravina talk as part of AI Discovery Lab: Enterprise Edition at
technical.ly
in Philadelphia about "Super-Mapping the AI Journey".
about 2 months ago
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reposted by
Naftiko
Chinstrap Community
about 2 months ago
Naftiko - Spec-driven API integration for the AI era (@naftiko.bsky.social) Cossmology Profile: https://dub.sh/x4l4aHF Key People: Jérôme Louvel, Kin Lane
#APIManagement
#OpenSource
#OSS
#COSS
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Naftiko | Cossmology
Spec-driven API integration for the AI era
https://dub.sh/x4l4aHF
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The Cannabis industry presents a tale of two competitive tiers. Curaleaf Holdings and Green Thumb Industries have built technology foundations that, while modest by cross-industry standards, represent genuine multi-layer investment across cloud, operations, data, and security.
bit.ly/42ggpWG
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Cannabis Industry Signals
Combined industry signals page for Cannabis — Impact Report, Impact Pages, Companies, Radar, Capabilities, and Navigation.
https://bit.ly/42ggpWG
about 2 months ago
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I keep getting asked where Naftiko Capabilities came from. The honest answer is that they came from three places at once, and most of the conversation about agents in 2026 is only willing to talk about two of them.
naftiko.io/blog/naftiko...
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Naftiko Capabilities Have Three Parents: AI, APIs, and Domain-Driven Design | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/naftiko-capabilities-have-three-parents-ai-apis-and-domain-driven-design/
about 2 months ago
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Today's Naftiko Capabilities podcasts revisits our talk with Budhaditya Bhattacharya and Supreet Nagi to talk about Zero-Touch Governance Under Pressure.
www.youtube.com/watch?v=RW6G...
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Helping the Short-Handed Team — Zero-Touch Governance Under Pressure
YouTube video by Naftiko
https://www.youtube.com/watch?v=RW6GORyAb-4
about 2 months ago
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50 repos. Zero catalog. Good luck finding that API. -
github.com/naftiko/fram...
about 2 months ago
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reposted by
Naftiko
The New Stack
about 2 months ago
Palo Alto Networks' planned acquisition of Portkey turns the AI gateway from developer plumbing into an enterprise security checkpoint for agents.
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Palo Alto Networks makes a $700M-class AI bet on Portkey gateway
Palo Alto Networks' planned acquisition of Portkey turns the AI gateway from developer plumbing into an enterprise security checkpoint for agents.
https://bit.ly/4d8V7iN
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Roadmaps are buyer documents. The platform team reads them to know whether to pilot now or wait. The security team reads them to know whether the right governance hooks are coming.
naftiko.io/blog/the-naf...
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The Naftiko Roadmap Through GA: What's In Your Hands Today and What's Coming | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/the-naftiko-roadmap-through-ga-whats-in-your-hands-today-and-whats-coming/
about 2 months ago
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I am four posts into walking back through the Naftiko Framework use cases, and this is the one I have been looking forward to, because it is the use case that everybody has and nobody talks about.
naftiko.io/blog/elevate...
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Elevate Google Sheets API: Turn a Spreadsheet Into a Real API | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/elevate-google-sheets-api-turn-a-spreadsheet-into-a-real-api/
about 2 months ago
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The conventional wisdom says Tesla leads automotive AI. The signal data says otherwise.
www.linkedin.com/pulse/naftik...
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Naftiko Signals: Automotive AI Impact Report
The conventional wisdom says Tesla leads automotive AI. The signal data says otherwise.
https://www.linkedin.com/pulse/naftiko-signals-automotive-ai-impact-report-naftiko-frjpe/
about 2 months ago
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about 2 months ago
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Your CFO knows your cloud bill. They know your model-provider spend. They certainly know your enterprise SaaS subscriptions. They almost certainly do not know your per-capability AI spend.
naftiko.io/blog/capabil...
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Capabilities Are the FinOps Line Item Nobody's Tracking | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/capabilities-are-the-finops-line-item-nobodys-tracking/
about 2 months ago
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Every conversation I have with someone trying to navigate their company’s AI investment eventually collapses into one of three things. They are trying to cut cost. They are trying to ship faster — velocity. Or they are trying to manage risk before something goes wrong.
naftiko.io/blog/cost-ve...
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Cost, Velocity, Risk — The Three Lenses on AI Investment Signals | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/cost-velocity-risk-the-three-lenses-on-ai-investment-signals/
about 2 months ago
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reposted by
Naftiko
The New Stack
about 2 months ago
Anthropic's Managed Agents platform bundles sandboxing, checkpointing, and persistent memory into a single API layer — and the company's ambitions look a lot less like a model provider and a lot more like AWS.
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Anthropic wants to be the AWS of agentic AI
Anthropic's Managed Agents platform bundles sandboxing, checkpointing, and persistent memory into a single API layer — and the company's ambitions look a lot less like a model provider and a lot more like AWS.
https://bit.ly/3P3CYuB
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Compose the context before it hits the prompt. Not after.
github.com/naftiko/fram...
about 2 months ago
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The second alpha of the Naftiko Fleet-code name “Catamaran” is out. The release was announced today by Jérôme Louvel in Naftiko Discussions #7 & it lands as the biggest single update yet for the open-source Framework, the VS Code extension & the Backstage templates.
naftiko.io/blog/naftiko...
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Naftiko Fleet v1.0.0 Alpha 2 —
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/naftiko-fleet-v1-alpha-2-catamaran-released/
about 2 months ago
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For this episode of the Naftiko Capabilities Podcast I sat back down with Rose M — a few years on from our first conversation about API governance and product management — to check in on what has shifted as AI has reshaped how we design, build, and govern APIs.
www.youtube.com/watch?v=79KR...
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How AI Is Shifting API Governance — A Conversation with Rose Missier
YouTube video by Naftiko
https://www.youtube.com/watch?v=79KRowy8DVw&list=PLdRRCIXKNApLkItxj0skD8gWJL2N15qDF
about 2 months ago
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Most enterprise AI rollouts fail in one of two ways. The first treats the entire stack as non-deterministic. The team gives an agent a long tool list, lets it call whatever it wants, prompts it to figure things out & watches it hallucinate against an unbounded surface.r.
naftiko.io/blog/determi...
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Determinism Is the Substrate. Non-Determinism Is the Surface. | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/determinism-is-the-substrate-non-determinism-is-the-surface/
about 2 months ago
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JSON Schema is essential for grounding unpredictable AI outputs. Discover why this standard ensures enterprise data reliability in 2026.
thenewstack.io/json-schema-...
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Why JSON Schema matters more than ever in the age of generative AI
JSON Schema is essential for grounding unpredictable AI outputs. Discover why this standard ensures enterprise data reliability in 2026.
https://thenewstack.io/json-schema-ai-reliability/
about 2 months ago
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Most MCP servers in production today are observability dead-zones. You can call them. You cannot see what they did. You cannot see how long it took. You cannot see whose token paid for it.
naftiko.io/blog/does-yo...
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Does Your MCP Have Telemetry? | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/does-your-mcp-have-telemetry/
about 2 months ago
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I keep watching teams copy-paste an entire JSON response into a prompt and then wonder why the model is slow, expensive, and distracted.
naftiko.io/blog/rightsi...
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Rightsize AI Context: Stop Shoving Whole Payloads Into Prompts | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/rightsize-ai-context-stop-shoving-whole-payloads-into-prompts/
about 2 months ago
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The Head of AI is becoming a real role. Not a strategy deck, not a re-titled VP of Data Science, but a distinct executive function: standardize and govern how MCP servers get produced and consumed, shepherd AI integration from idea through compliance to production.
naftiko.io/blog/five-pr...
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Five Problems Heads of AI Face Right Now | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/five-problems-heads-of-ai-face-right-now/
2 months ago
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I keep running into the same conversation. A team wants to put an agent in front of “the data,” and somebody finally has to admit that a meaningful slice of “the data” lives in CSV files.
naftiko.io/blog/convert...
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Convert CSV to JSON From Multiple Sources With One Naftiko Capability | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/convert-csv-to-json-from-multiple-sources-with-one-naftiko-capability/
2 months ago
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More from my conversation with Anil Dash on today's edition of the Naftiko Capabilities podcast--this round was all about storytelling and reconciling the web we wanted with the web we got.
www.youtube.com/watch?v=kCLl...
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Why We Blog in the AI Era — A Conversation with Anil Dash
YouTube video by Naftiko
https://www.youtube.com/watch?v=kCLluRqbwFc
2 months ago
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reposted by
Naftiko
Kate Holterhoff, PhD
2 months ago
Thanks for sharing the episode,
@mooreds.com
. I learned a lot from this conversation with
@apievangelist.com
add a skeleton here at some point
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Be the change you want with API governance -
github.com/naftiko/fleet
2 months ago
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I am walking through the Naftiko Framework use cases in order one post at a time, because the more copilot & agent projects I see inside real companies the more I notice the same failure mode-every team connecting an LLM to an internal system ends up writing glue code.
naftiko.io/blog/ai-inte...
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AI Integration Without the Glue Code: A Naftiko Capability Pattern | Naftiko
Embrace your API legacy, integrate your AI future. Naftiko turns API sprawl into a governed capability fleet that teams can depend on.
https://naftiko.io/blog/ai-integration-without-the-glue-code-naftiko-capability-pattern/
2 months ago
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