TECH: AI for Developers in 2026 — The Battlefield Map

Those Who Ask Before Acting

Adak admits to having a preference. Of all the code completion extensions, he uses Cline the most often. The reason he gives is worth pausing to consider, because it embodies a whole work ethic. Cline asks before doing anything destructive. It doesn’t silently rewrite files. It checks with the human first. “For someone working on production code, that matters a great deal,” he writes. This seemingly mundane statement is a statement of principle. In a landscape where tools compete to be as autonomous as possible, where the trend is toward agents that act on their own, choosing one that asks for permission is almost an act of resistance. It’s refusing to let the machine be in control. It’s keeping your finger off the trigger. And yet, this caution is presented as a personal preference—almost an eccentricity—when it should be the norm. Values have been turned on their head. The tool that obeys has become the exception; the tool that decides on its own, the standard.

Continue extends this logic of sovereignty: an open-source, modular assistant where you configure your own connection points to models, and keep your code completely private. Tabby goes even further—a self-hosted local server running on consumer-grade hardware, with zero telemetry. No data leaks. Nothing is sent to a remote server. Tabnine defends the same fortress with its privacy-focused completion engine, on-premises execution, and fine-tuning to teams’ internal repositories. Refact, also open-source, combines local refactoring with training custom models on a team’s code. A common thread connects these tools: mistrust. The realization that sending your source code to a company’s servers is like handing them the raw material to replace you. These developers have understood something that others refuse to see.

True digital freedom can be summed up in one phrase: refusing to let everything go elsewhere.

Claude Code, Help, and the Return to the Shell

There’s a wonderful irony in this category. Just as everything is shifting toward sleek graphical interfaces, floating editors, and automated browsers, a family of tools is heading in the opposite direction. It’s returning to the terminal. To the bare-bones shell. To the command line—no graphics, no buttons, no frills. Claude Code, Anthropic’s official command-line tool, executes local files, runs tests, and manages Git operations with advanced tooling. Aider presents itself as a Git-aware command-line programmer, handling multi-file modifications and automatically committing changes using custom comparison formats. No windows. No menus. Just text responding to text, files transforming, repositories updating. And yet, this simplicity isn’t a step backward. It’s a reclamation. The terminal remains the place where the developer sees exactly what’s happening, line by line, without an abstraction layer that masks reality. Where the agent-based editor hides the mechanics behind a reassuring interface, the terminal agent exposes them. It forces you to understand.

Cline also offers its command-line version: a multi-mode executor that runs shell commands and controls browsers within user-defined limits. User-defined limits. Again, this obsession with control, this insistence on keeping humans in the driver’s seat. RooCode functions as a multi-mode assistant operating across different modes. That scene—the one with terminal programmers—is perhaps the healthiest in the landscape. Because it embraces the brutality of the tool. It doesn’t pretend that coding has become magical. It says: here’s the machine, here’s what it does, here’s how you monitor it. It’s less appealing than an editor that reads your mind. It’s infinitely more honest. And in a profession where technical honesty is becoming rare, that roughness is worth its weight in gold.

The terminal doesn’t lie. It may be the last thing that doesn’t lie in this profession.

Twenty-seven applications, one question

Let’s go back to that number that sets the stage: 27 apps in 45 days. Adak presents it as a lesson. The lesson, he says, is that the landscape of AI tools for developers is changing at breakneck speed, and it’s truly difficult to keep up. But there’s another lesson, lurking beneath the first one, that he doesn’t articulate—and that we must articulate in his place. Building 27 apps in 45 days means building one every forty hours. One app every day and a half. At this pace, what remains of craftsmanship? What remains of slow thinking, of well-thought-out architecture, of carefully considered choices? We produce quickly. We produce a lot. But what, exactly, are we producing, and for whom? And yet, no one asks about meaning in these tool catalogs. We measure speed. We celebrate volume. We forget that the value of software has never been measured by the time it took to produce it.

The real subject of this text—the one it dares not name—is the silent metamorphosis of the developer into a supervisor of agents. Adak observes that people waste time because they’re unaware that a tool exists: one person reviews merge requests by hand for a week without knowing that CodeRabbit exists; another writes database schemas by hand when Emergent does it in a matter of seconds; a third spends days on a homepage that v0 constructs with a single command. These examples are real, useful, and insightful. But let’s look at them from the other side. Each describes a human skill rendered obsolete by a machine. Code review, database design, interface development: three skills, three professions, three areas of expertise—now condensed into a single command. The tool frees up time. The forbidden question is: time to do what, when the machine already does everything?

You can never replace a developer all at once. You replace them one task at a time, with a smile.

What the Geography of Tools Reveals

One detail in Adak’s catalog is worth taking our eyes off the code to look at the map. Among the tools listed is CodeGeeX, described as a multi-language code completion tool with automatic code translation between languages, hosted on a Chinese domain. Just one name, buried in a list. But that name speaks volumes. The tools that shape the world’s code are not neutral. They are rooted somewhere, developed by someone, funded by a particular interest. When a Western developer entrusts their codebase to a code completion engine, they need to know where that codebase travels, who analyzes it, and for what purpose. Technological dependence is never merely a matter of convenience. It is a matter of sovereignty. The West invented most of these tools—Cursor, Windsurf, Zed, Claude Code, and Copilot all bear the mark of Silicon Valley and its satellites. But there’s no guarantee this lead will last. China is building its own agents, its own models, and its own closed ecosystems.

That is why Adak’s preference for open-source, self-hosted tools without telemetry goes beyond mere technical best practices. Continue, Tabby, Refact, and the on-premises version of Tabnine: these tools embody a form of resistance. Resistance to maintaining control over the infrastructure that produces the code. Resistance to handing over the raw material of the digital economy for free to servers we don’t control. And yet, convenience pulls us in the opposite direction. It’s so much simpler to let the cloud-based tool do everything, to accept telemetry, to click “allow.” Convenience is an anesthetic. It lulls vigilance to sleep. And while developers rest on their laurels, the map of technological power is being redrawn, line of code by line of code, on servers whose very location they don’t even know.

Convenience always costs more than it seems. The bill comes later.

Three hundred thousand context tokens

One technical detail in Adak’s catalog is worth explaining for those who don’t code. Supermaven offers a 300,000-token context window for long-range memory of the codebase, with very low latency. Three hundred thousand tokens means the tool can “keep track of” the equivalent of several books’ worth of code simultaneously. It doesn’t lose its place. It remembers what you wrote a thousand lines ago. This artificial memory changes the very nature of the work. Developers no longer need to remember everything. The machine remembers it for them. GitHub Copilot offers real-time suggestions across multiple open tabs, drawing on customized OpenAI models. Amazon Q Developer acts as a cloud-aware code reviewer, handling Java and Python upgrades and the deployment of Amazon Web Services.

Each of these tools delegates a piece of the human mind to the machine: memory for Supermaven, vigilance for Amazon Q, and anticipation for Copilot. Taken separately, each delegation seems trivial, almost beneficial. Who would turn down a better memory? Who would turn down a tireless auditor? And yet, taken together, these delegations paint a picture of a crippled developer who no longer remembers, no longer verifies, and no longer anticipates on their own. A developer who, deprived of their tools, would find themselves as helpless as a pianist whose fingers had been removed. The question isn’t whether to reject these tools—that would be absurd and a losing battle. The question is which of our faculties we are willing to lose, and which we vow to keep alive, no matter the cost, through sheer discipline, through a simple refusal to let them atrophy.

A memory that is no longer exercised is not enhanced. It is dead—simply replaced.

When Machines Fix Machines

Adak’s catalog features a particularly revealing category: tools that fix code produced by other tools. Sourcery acts as an instant code linter that automatically refactors code according to modern design patterns. Sweep indexes the repository and generates complete merge requests targeting bug reports and feature requests. Blackbox AI offers real-time code generation with citations to public source repositories. We are witnessing the emergence of a chain where one machine writes, a second verifies, a third corrects, and a fourth documents. In this chain, humans occupy an increasingly narrow role. They become the final arbiter of a process they no longer lead. This setup has a name that we avoid uttering: the factory. A production line where each station is manned by an automaton, and where the worker does nothing more than press the validation button at the end of the line.

The specifics of Blackbox’s references to public source code repositories also raise a question that the text touches on without delving into it: where does the code that these machines produce come from? It comes from code written by humans—absorbed, digested, and regurgitated. Every suggestion is built on the prior work of thousands of developers who, for their part, will never see a penny of the value produced. And yet, this question—that of ownership, credit, and fair compensation for the intellectual labor that fueled these models—remains off-screen in virtually all tool catalogs. We celebrate the output without ever questioning the input. We marvel at the magic without asking who provided the rabbit and the hat. Blackbox’s transparency—citing its sources—is commendable precisely because it is rare. It reminds us of a truth the industry prefers to keep quiet: nothing is created from scratch; everything is recycled, and someone, somewhere, wrote the original.

The machine creates nothing. It redistributes the work of the dead and the living without asking them.

The Blind Spot of Human Fatigue

Adak’s effort deserves praise. Compiling this catalog is an honest, generous undertaking that benefits thousands of developers who, in fact, waste time because they don’t know the right tools. The text is clear, well-organized, and free of pretension. “No fluff. Just the tools, their websites, and what they do,” he promises. He keeps his promise. But a catalog, by its very nature, cannot tell us what it does not contain. And what’s missing here is the human being who uses these tools—their fatigue, their anxiety about obsolescence. The growing feeling among many developers that they’re running after a train that’s accelerating without them. The true cost of this revolution isn’t measured in the tools learned, but in the sleepless nights spent learning them. Adak himself reads README files at two in the morning. This confession, slipped in at the beginning, is perhaps the most honest passage in the text. It reveals the truth behind the facade.

Because here’s what the lists of tools hide: every new tool is something new to learn, a new interface to master, new documentation to digest. The promise of saving time paradoxically creates a new form of work—the never-ending task of staying up to date. And yet, the tool is always presented as a relief, never as an additional burden. We forget that behind every “this saves you hours” lies an “provided you’ve spent hours learning it.” The developer of 2026 isn’t liberated. They’re enlisted in a never-ending race where stopping—even for just one quarter—means falling behind. Technology promised to give us back our time. Instead, it has made us slaves to keeping up with the latest tech. That’s the price the sales pitches don’t mention.

We’re sold the idea of time saved. We’re billed for vigilance that never sleeps.

Two Visions, One Commitment to Autonomy

At the heart of the catalog, two names stand out like beacons: Cursor and Windsurf. They embody the cutting edge of what the text refers to as AI-native environments. Cursor has chosen continuity—building on Visual Studio Code, the world’s most widely used code editor, to keep developers in their comfort zone while providing awareness of the entire codebase and background indexing. Windsurf has chosen a radical break—its Cascade agent doesn’t just make suggestions; it writes, tests, and proactively fixes code. One reassures, the other challenges. But both are betting on the same thing: the machine’s growing autonomy. Adak puts it bluntly: these tools run agents in the background capable of modifying files while the developer is thinking. This is the very definition of a profession in flux.

This showdown goes beyond mere commercial rivalry. It sets the bar for what will be considered normal tomorrow. If Windsurf wins, the standard will become the proactive agent—one that acts without being asked. If Cursor prevails, the standard will remain augmented assistance, where humans retain the initiative. And yet, the underlying trend—one that neither of these tools can reverse on its own—is pushing toward ever-greater autonomy. Google Antigravity, with its browser automation and autonomous task scheduling, is already pointing the way. The developer reading this catalog in 2026 would do well to understand that the choice between Cursor and Windsurf isn’t a choice of tool. It’s a choice of stance toward one’s own profession. To remain the master, or to become the foreman. Adak’s text, by placing them side by side, unwittingly poses the most important question of the decade.

Choosing a publisher in 2026 means choosing how much of one’s craft one is still willing to do oneself.

Prototyping Without Ever Touching Your Local Machine

One sentence from Adak sums up a profound transformation: Replit is probably the best place to quickly prototype something without touching your local machine at all. Without touching your machine at all. In the past, coding meant sitting down at your computer, opening your development environment, compiling locally, and watching the machine heat up. Today, everything happens elsewhere—in the cloud, on remote servers, in virtual workspaces without dedicated servers where a fully autonomous agent executes the code. The developer’s physical computer becomes merely a window into power that resides elsewhere. The workplace has become so dematerialized that it has virtually disappeared. This total offshoring has obvious advantages: unlimited power, instant collaboration, and no local configuration required. Zed itself relies on native multiplayer coding—the ability for multiple people to work on the same file in real time.

But this dematerialization has a downside that the product catalog doesn’t mention. When your work environment resides on a company’s servers, you no longer own your production tool. You rent it. And what is rented can be taken away. A price change, a modification to the terms of use, an outage, a geopolitical decision—and the developer finds themselves cut off from their own work. And yet, the appeal of convenience sweeps these cautions aside. We prefer the fluidity of the cloud to the sovereignty of the local machine. This is where self-hosted tools like Tabby come into their own: they remind us that there is another path—that of actually owning one’s infrastructure. Between the comfort of the cloud and the independence of on-premises systems, every developer draws—often without thinking about it—the line defining their own autonomy. Adak’s catalog maps it out. It’s up to each person to choose which side they want to live on.

Renting your work tool means entrusting someone else with the right to fire you without notice.

An Ethic Buried in a Preference

To wrap up this exploration, let’s return to what I consider the most important passage in Adak’s entire text. It’s not a spectacular piece of data. It’s not a number with seven zeros. It’s a modest sentence about his favorite tool: “It asks before doing anything destructive. It won’t just silently overwrite your files. It checks with you first.” ” Hidden within this sentence is an entire philosophy of the relationship between humans and machines. It asserts that the best artificial intelligence isn’t the most autonomous, but the one that most respects human decision-making. It reverses the dominant hierarchy. While the industry is racing toward agents that act on their own, Adak prefers those that consult. While the trend celebrates the machine’s efficient silence, he values dialogue over action.

This preference isn’t timidity. It’s wisdom gained on the ground, in production code where a single error is costly, where a file silently rewritten can bring down an entire service. Adak has built his 27 applications; he has seen the machine at work, and his deepest conclusion is not “use the most powerful tool” but “use the one that lets you remain in control.” And yet, how many will take this lesson to heart among all the developers who will browse this catalog in search of the latest trendy tool? The temptation of raw power is strong. The agent that does everything, all on its own, very quickly, is immediately appealing. It takes experience—and a few scars—to understand that true strength lies in retaining control. That lesson isn’t found in any spec sheet. It’s paid for in system failures, nights spent debugging, and trust betrayed by an overzealous machine.

A tool that asks for permission isn’t weak. It’s the only one that still respects humans.

What Speed Will Never Replace

Aniruddha Adak’s catalog will remain useful long after half the tools he lists have disappeared, merged, or changed names. Because its true value isn’t in the list itself. It lies in the act: that of a developer who takes the time to map out the chaos for his peers—for free, honestly. That very act—passing on knowledge, sharing it, helping a colleague who’s wasting time because they don’t know the right tool—no artificial intelligence will ever replace it. Because it’s based on something a machine lacks: concern for others. Technology accelerates. Humanity, on the other hand, is passed down. That’s the dividing line. Tools will change. Cursor, Windsurf, Zed, and Claude Code may be forgotten in three years, replaced by other names, other promises. But the developer who has retained control over their decisions, who has refused to delegate everything, who has chosen their tools rather than been at their mercy—that developer will navigate successive revolutions without losing their way.

The true lesson of this text lies in an unresolved tension: between the speed offered by the machine and the control retained by the human. Adak, through his preference for Cline and his distrust of tools that operate silently, leans toward control. It is a choice. It is almost an act of faith in the irreplaceable value of human judgment. And yet, the natural trajectory of the industry pushes in the opposite direction—toward ever greater autonomy, ever greater delegation, and ever fewer humans in the loop. So the question that remains open—the one no catalog will ever be able to settle—is this: when the machine can do everything on its own, better and faster—what will be left for the developer to do, other than decide whether to still press the button? That button still exists today. Tomorrow, we’ll have to fight to keep it.

The developer’s last remaining power isn’t writing code. It’s saying no to the machine that claims to do it for them.

Signed, Jacques PJake Provost, columnist