Spotlight Review (2026): Pricing, Features & Honest Verdict

TLDR

Spotlight by Backplanes is a developer tool that captures your Claude Code and Codex sessions and turns them into readable security and activity reports. It answers the question every team using coding agents has: what did the agent actually do? Best for: engineering teams running coding agents. Price: Free for individuals and teams. Rating: 8.1/10.

What is Spotlight?

Spotlight is a command-line tool that reads your AI coding agent sessions and produces a report on what happened. Instead of treating a Claude Code or Codex run as a black box, it shows you the task summary, the files touched, the commands run, the external services reached, and anything that looks like credential access or scope drift. We dug into how it works and the core idea is simple: every agent session leaves a transcript, and Spotlight parses that transcript into something a human can review in under a minute.

It is built by Backplanes, Inc., and launched in 2026 as their first product. The pitch line on the site is blunt: see what your agent actually did. That framing matters right now because more engineering teams are letting agents write and run code, and most of them have no record of what those agents did between the prompt and the diff. Spotlight is positioned as the layer that captures that record locally, redacts anything sensitive, and surfaces the parts worth a second look.

The company describes Spotlight as move one, with more to come, which tells you this is the opening piece of a larger platform rather than a finished suite. We took that seriously when scoring it. What exists today is focused and useful, but it is clearly version one of a roadmap. The bet Backplanes is making is that agent oversight becomes a standard part of the developer workflow, the same way linters and CI checks did, and Spotlight is their first attempt to own that habit.

What Are Spotlight’s Key Features?

Session reports

After each completed session, Spotlight generates a report with a task summary, a verdict, and a breakdown of what the agent did. That includes file and command counts, the external services it touched, the reasoning approaches it tried, and a list of items flagged as needs review versus routine. The goal is a single page you can scan to decide what to keep, what to fix, and where the agent went off track.

Credential and scope monitoring

One of the headline checks is credential access. If the agent opened files outside the scope of the task or reached for secrets it should not have needed, the report flags it. This is the security angle that sets Spotlight apart from generic LLM logging tools. It is less about token cost and more about whether the agent did something risky on your machine.

Auto-capture with local redaction

Spotlight records Claude Code and Codex sessions automatically once installed, so you do not have to remember to start a recorder. Critically, local redaction strips PII and credentials before anything leaves your laptop. That on-device redaction is a meaningful trust feature for teams who would otherwise never pipe agent transcripts to a third party.

Org-level views

Beyond the individual developer, Spotlight offers organization-level reporting with security, engineering, and spend perspectives. The idea is that a CISO sees risk signals, an engineering manager sees what teams shipped, and a CFO sees spend and attribution. These views sit behind the org tier rather than the free individual experience. For a company rolling out coding agents across dozens of engineers, this is where Spotlight goes from a nice personal tool to a governance layer, giving leadership a single place to ask whether agents are behaving safely and where the budget is going.

Simple install and authentication

Setup is one of the lightest we have seen for a tool in this space. You run a single curl install script, and authentication happens in the browser without needing to wire up OAuth against Anthropic or OpenAI. It works on macOS, Linux, and WSL 2, which covers most developer machines. Once installed, capture is automatic, so there is no per-session ritual to remember. That low friction matters because oversight tools only help if people actually keep them running.

How Much Does Spotlight Cost?

Spotlight starts at free, and that is the real headline. It is free for individual developers and for the teams they work on, with no credit card required to install or generate reports. You run a one-line install script, authenticate in the browser, and start getting session reports. There is no token cap or trial clock mentioned for the individual and team experience.

The only paid path is org or enterprise. Backplanes asks organizations that need attribution, volume, or specific controls to contact them directly, and that pricing is not published. So if you want the security, engineering, and spend views rolled up across a large company, expect a sales conversation rather than a self-serve checkout.

For context, the broader agent observability space is not free at scale. Langfuse has a free Hobby tier but its Core plan is $29 per month and Pro is $199 per month. AgentOps is free up to 5,000 events then $40 per month. Helicone is free up to 10,000 requests then $79 per month on Pro. Against those, Spotlight being free for full team use is aggressive, with the catch that its scope is narrower and you trade transparency on enterprise cost for it.

The honest read is that free is partly a land-grab. Backplanes wants Spotlight installed on as many developer machines as possible while agent oversight is still an open category, and the monetization is meant to come later from org governance. For you, that is a good deal today. Just go in knowing the free tier could change as the company matures, and that anything involving company-wide controls will eventually mean talking to sales about a number you cannot see in advance.

Who is Spotlight Best For?

Use Spotlight if your team already runs Claude Code or Codex and you want a record of what those agents did before you trust their output. It is a strong fit for security-conscious engineering teams, for managers who want oversight without reading every transcript, and for solo developers who simply want a sanity check on each run. Because it is free and installs in one line, the barrier to trying it is close to zero.

Skip Spotlight if your agents are something other than Claude Code or Codex, like Cursor or a custom framework, since those are not supported yet. Also skip it if you need a full LLM observability and evaluation suite with tracing, datasets, and LLM-as-judge scoring across many models. Spotlight is focused on coding-agent session review, not general production LLM monitoring, and tools like Langfuse cover that wider ground.

• Use it if: you run Claude Code or Codex and want fast, readable session reviews.
• Use it if: security and credential access on developer machines is a concern.
• Skip it if: you need broad LLM tracing, evals, or support for other agents today.

Best Spotlight Alternatives

Langfuse

Langfuse is the open-source heavyweight in agent and LLM observability, with multi-turn tracing, evaluations, and self-hosting for teams with data residency rules. It is broader and more mature than Spotlight, covering production LLM apps rather than just coding agents. It has a free Hobby tier, with Core at $29 per month and Pro at $199 per month. Choose Langfuse if you want a full observability and evaluation stack across many models, not just session reports for Claude Code and Codex.

AgentOps

AgentOps focuses on monitoring and debugging autonomous agents, with session replays and event tracking aimed at developers building agentic systems. It overlaps with Spotlight on the agent-visibility idea but targets agent builders more than coding-agent users. AgentOps is free up to 5,000 events per month, then pricing starts around $40 per month. Pick it if you are building your own agents and need event-level instrumentation rather than transcript-based reports.

Helicone

Helicone is a lightweight, proxy-based tool for LLM cost and usage monitoring. You route API calls through its endpoint and get logging, latency, and spend tracking with almost no code changes. It is the cheapest way to watch LLM spend but it does not do deep coding-agent session review or local credential redaction. The Hobby plan is free up to 10,000 requests, and Pro is $79 per month. Choose Helicone if cost visibility is your priority over agent behavior auditing.

Final Verdict: Is Spotlight Worth It?

Spotlight earns its 8.1 by doing one thing well and giving it away. It takes the most opaque part of modern development, the agent session, and turns it into a report you can actually read, with credential and scope flags that matter for security. The on-device redaction shows the team understands why people are nervous about shipping transcripts off their machines. For any team running Claude Code or Codex, there is little reason not to install it and see what your agents have been doing.

The reasons it is not higher are real but minor. Support is limited to Claude Code and Codex, so it does not yet cover the whole agent landscape, and org pricing is hidden behind a sales call. If you need broad LLM tracing or support for other agents, Langfuse is the safer bet. But if you live in Claude Code or Codex and want fast, honest visibility for free, Spotlight is an easy recommendation.